Merge support for the older GigE cameras (Manta) on rietschen

Rietschen runs three Allied Vision Manta G-1236 on one GbE port, whose
firmware predates the names the program and the Alvium use. A feature
missing by its SFNC name is looked up by the older one (ExposureTimeAbs,
AcquisitionFrameRateAbs, ExposureAutoTarget, ExposureAutoAdjustTol), and
export_camera_profile.py picks a gige recipe for such a camera: frame
trigger off, BayerRG12Packed or BayerRG8 or Mono8, 60 MB/s, the frame rate
at the camera's maximum, auto-exposure on the frame mean at 30 % +- 5 %.
BayerRG12Packed, the GigE Vision 1.x 12-bit packing, is read as a layout of
its own. The camera probe lists every camera and install-tower asks which
is the colour one.

Two fixes reach every tower: the keep rule now reads the camera's own
target, tolerance and limits after the camera is opened (before, it judged
every frame against 50 +- 5 % until the first profile switch), and test
hardware env waits one read period for a DHT11's first reading.

Running on rietschen since 2026-10-20, in 12 bits since 2026-10-26: 52
waypoints at 3 s, 2.9 min a sweep. Tests 544/544 (mock).

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

CMakeLists.txt

@@ -94,7 +94,12 @@ add_library(fgc_core STATIC
   src/core/ChannelHistory.cpp
   src/core/ChannelTopics.cpp
   src/core/RawImage.cpp
+  src/core/ThermalStats.cpp
+  src/camera/IrbgrabApi.cpp
+  src/camera/TarisCameraSource.cpp
+  src/camera/CompositeCameraSource.cpp
   src/core/SettleRule.cpp
+  src/core/ThermalGuard.cpp
   src/sensors/I2cBus.cpp
   src/sensors/Sht41Protocol.cpp
   src/sensors/McuEnvSensor.cpp
@@ -107,7 +112,7 @@ target_include_directories(fgc_core PUBLIC
   ${CMAKE_SOURCE_DIR}/include
   ${CMAKE_SOURCE_DIR}        # for the bundled ini.h
 )
-target_link_libraries(fgc_core PUBLIC Threads::Threads)
+target_link_libraries(fgc_core PUBLIC Threads::Threads ${CMAKE_DL_LIBS})
 # PUBLIC so the application and the tests both see the same build identity.
 target_compile_definitions(fgc_core PUBLIC FGC_GIT_REV="${FGC_GIT_REV}")
 

README.md

@@ -322,7 +322,7 @@ job. Details, payloads and safety rules: [docs/mqtt-api.md](docs/mqtt-api.md).
 
 | Command | Does |
 |---|---|
-| `mode auto` / `mode manual` | sweep the scan grid / stop and take the gimbal by hand (it stays homed and powered) |
+| `mode auto` / `mode manual` | sweep the scan grid / stop the gimbal where it is and take it by hand (it stays homed and powered) |
 | `mode pan <heading> <span> [<pitch>]` | watch one direction: `mode pan 90 30` covers 75°-105°, a picture every 6° |
 | `gimbal home` | find the endstops and centre - needed after every power-up |
 | `gimbal move <yaw>[,<pitch>]` | point at a **true bearing** (0 = north) and an elevation, in degrees; without a pitch only yaw moves. A yaw-only tower ignores the pitch and refuses pitch-only commands |

config/config.example.ini

@@ -70,7 +70,7 @@ demosaic = edge_aware
 ; generated human-readable record of the same settings; it configures nothing.
 [Camera.rgb]
 enabled = true
-driver = vimba                          ; only vimba is implemented
+driver = vimba                          ; vimba (colour) or taris (thermal, below)
 id = DEV_0000000000                     ; USB DEV_ id, or a GigE IP
 label = RGB                             ; output subdir + CamEvent "cam"
 profile_dir = camera_profiles/rgb
@@ -98,6 +98,29 @@ settle_rule = brightness
 settle_wait_ms = 2500
 frame_timeout_ms = 5000
 
+; --- A thermal camera (InfraTec TarisIR mini), beside the colour one ---------
+; It takes its picture at the same waypoints and intervals, right after the
+; colour camera. Each file and CamEvent has the time its own frame arrived; the
+; two of one waypoint share hdg/pit and are at most max_frame_age_ms apart.
+; The counts are saved 16-bit and always lossless (jxl_distance must stay 0);
+; T[K] = count x 0.01 under profile 0, x 0.02 under profile 1, emissivity 1.
+; Its driver, id (the serial) and interface belong in hardware.ini; [Hardware]
+; cameras lists it. Needs the InfraTec SDK and licence on the tower, and
+; cap_net_raw on the binary (scripts/fgc-setcap, which deploy.sh runs) - see
+; docs/tower-installation.md. No settings XML: profile only names the timing.
+;[Camera.tir]
+;label = TIR
+;calib_profile = 0                      ; 0: -40..120 C (forest), 1: 0..600 C
+;frame_rate_hz = 5                      ; the camera free-runs at this, throttled
+;max_frame_age_ms = 400                 ; older is not kept; below the scan's settle wait
+;nuc_interval_s = 30                    ; NUC at the start of a move, not mid-picture; 0 = camera's timer
+;rotation_deg = 0
+;jxl_effort = 3
+;
+;[Camera.tir.standard]                  ; optional: without it 0 / 0, as it should be
+;settle_wait_ms = 0                     ; it takes the frame it already has
+;frame_timeout_ms = 0
+
 [Serial]
 ; Motor-controller serial device and baud rate.
 device = /dev/ttyACM0
@@ -273,6 +296,9 @@ enable_env = false
 ; The mocks are NOT legacy: substituting a simulated device is a choice about
 ; this run, not a statement about what is bolted to the tower, so it stays here.
 mock_camera = false
+; The simulated camera's frames: small (640x480 colour) or full (the real
+; camera's 5328x3040 12-bit raw - saving then loads the CPU as on a tower).
+;mock_camera_size = small
 mock_serial = false
 mock_imu = false
 mock_env = false

config/hardware.example.ini

@@ -53,7 +53,8 @@ env     = sht41
 ; The legacy towers: off to 25 C, +20/255 per degree, full from 37.75 C, and full
 ; whenever the sensor cannot be read. Needs env = dht11 and [Pins] fan_pwm.
 ;cooling = fan
-; The [Camera.<name>] blocks expected to be present and found.
+; The [Camera.<name>] blocks expected to be present and found ("rgb, tir" with
+; the thermal camera).
 cameras = rgb
 ; How much bearing one picture covers, in degrees. Pan mode ('mode pan') cuts
 ; its span into as many pictures as this takes. 6 until the lens is measured.
@@ -64,6 +65,7 @@ pan_step_deg = 6
 ; (N5105) needs 2 workers for that. jxl_threads is libjxl's threads per frame;
 ; 0 or absent = 4 / save_workers. save_queue_max is how many frames may wait
 ; or be saving before the scan holds at its waypoint (each raw frame ~24 MB).
+; A thermal camera adds a frame per picture (0.6 MB): raise it by 2.
 save_workers   = 1
 ;jxl_threads   = 0
 save_queue_max = 4
@@ -76,6 +78,42 @@ save_queue_max = 4
 ; A tower with no hardware.ini at all is never reconciled, whatever
 ; strict_presence says: gaining this file must not change how a tower behaves.
 
+[Thermal]
+; The CPU guard: in summer the sun and the gimbal heat this computer until its
+; CPU slows itself down. The guard spaces pictures out, then pauses them (gimbal
+; parked, camera stream stopped) until it cools - it never stops the program and
+; never touches picture quality. Every key may be left out; these are the
+; defaults. See docs/thermal-throttling.md.
+;enabled       = true
+; Slowed: pictures at least slow_factor times further apart (more if saving
+; needs it: 1.5 x the save time per worker), from slow_c, or when the CPU
+; throttles, or when saving is the bottleneck - the scan waited for it
+; held_share_pct of the last minute, or held_slow_s in one go. Back to full pace
+; once below slow_c - hysteresis_c, keeping up, and saving fast enough for it,
+; for calm_s.
+;slow_c        = 85
+;hysteresis_c  = 5
+;slow_factor   = 2
+;calm_s        = 120
+;held_share_pct = 25
+;held_slow_s   = 30
+; Paused: at pause_c for pause_after_s, or saving still the bottleneck
+; held_pause_s after slowing (or one wait that long). Resumes (slowed) after
+; min_pause_s once at resume_c or below and nothing is left to save.
+;pause_c       = 92
+;pause_after_s = 20
+;held_pause_s  = 120
+;resume_c      = 75
+;min_pause_s   = 300
+; Throttling is also judged from the clock - below clock_low_pct of the chip's
+; top speed while at least busy_high_pct busy - which catches the power-limit
+; slow-downs the kernel does not count.
+;clock_low_pct = 50
+;busy_high_pct = 50
+;sample_ms     = 2000
+; A fake /sys + /proc tree for a simulation (tools/thermal-sim/fake-temp.sh).
+;sysfs_root    = /
+
 ; --- Where to find it -----------------------------------------------------
 ; Device bindings. These follow the hardware, not the tower, so they belong here
 ; rather than in config.ini.
@@ -211,3 +249,11 @@ has_encoder        = true
 ; The serial of the physical camera fitted to this tower. A USB DEV_ id, or a
 ; GigE IP address.
 id = DEV_1AB22C049CD1
+
+; A thermal camera (TarisIR mini): its serial number, as the SDK's search finds
+; it, and the network port it is cabled to (static address, no DHCP, MTU 1500;
+; only used to say what is wrong when the camera is not found).
+;[Camera.tir]
+;driver = taris
+;id = 2017744
+;interface = enp1s0

deploy.sh

@@ -308,6 +308,10 @@ ssh "$REMOTE_HOST" "$RESOLVE_CMAKE $CHECK_DEPS_CMD cd '$REMOTE_DIR' && \
     GIT_REV='$GIT_REV' \"\$CMAKE\" -S . -B build $CMAKE_ARGS && \
     \"\$CMAKE\" --build build $JOBS_FLAG"
 echo ">> build complete: $REMOTE_DIR/build/fire_gimbal_control"
+# The rebuilt binary has lost its capabilities; a thermal camera needs
+# cap_net_raw back (scripts/fgc-setcap). Without a thermal camera: nothing.
+# shellcheck disable=SC2029
+ssh "$REMOTE_HOST" "cd '$REMOTE_DIR' && scripts/fgc-setcap --if-thermal" || true
 
 # A pushed config.ini was written on another machine: check that it loads on
 # this one, with this tower's hardware.ini layered over it, before anyone runs it.

docs/architecture.md

@@ -17,7 +17,7 @@ The design separates **policy** (the control logic) from **mechanism** (the I/O
 |-----------|------|-------------|
 | `IMotorController` | `SerialMotorController` (Boost.Asio) | `MockMotorController` (simulated sweep) |
 | `IControlChannel` | `MqttControlChannel` (Paho) | `NullControlChannel` (no broker) |
-| `ICameraSource` | `VimbaCameraSource` (Vimba X) | `MockCameraSource` (synthetic frames) |
+| `ICameraSource` | `VimbaCameraSource` (Vimba X), `TarisCameraSource` (InfraTec TarisIR, thermal), both behind `CompositeCameraSource` | `MockCameraSource` (synthetic frames, also thermal counts) |
 | `IImuSource` | `MtiImuSource` (Xsens MTi, Boost.Asio) | `MockImuSource` (synthetic orientation) |
 | `IEnvSensor` | `Sht41EnvSensor` (SHT41 over I2C) | `MockEnvSensor` (synthetic temp/humidity) |
 
@@ -54,6 +54,7 @@ thread so all geometry/state mutation stays single-threaded.
 | Image worker | `ImagePipeline` | drains the frame queue: rotate → encode → write → publish |
 | MQTT client | Paho (internal) | delivers callbacks; auto-reconnects (no busy-wait loop) |
 | Camera acquisition | Vimba X (internal) | free-runs at the mode's frame rate and delivers frames via the observer, which keeps the latest complete one |
+| Thermal acquisition | `TarisCameraSource` worker | owns every SDK call: connects (and reconnects), polls the newest frame of counts, switches the calibration profile; `trigger()` only takes the kept frame |
 
 Shared state is mutex-guarded: latest `MotorTelemetry` (serial), `RemoteCommand` queue (channel), the frame queue
 (pipeline), the console command queue, and the latest `UiSnapshot`. The `CaptureScheduler` runs only on the
@@ -132,6 +133,24 @@ everything below is an implementation detail of the camera source. That is what
 
 ## Image capture
 
+### Two cameras, one array: `CompositeCameraSource`
+
+With a thermal camera the scheduler and the pipeline still see one
+`ICameraSource`. The composite numbers the colour cameras first (camera 0 is
+the one the keep rule reads) and the thermal one after them. Its `trigger()`
+asks the colour source first; only if that delivered does it ask the thermal
+source, which hands over its newest frame if it is no older than
+`max_frame_age_ms` and otherwise says no at once. Each frame keeps the time it
+reached the host, so the two of one waypoint differ by up to that age. The
+colour camera failing stops the run as
+before; the thermal one failing never does (`offline()` says why, Health
+`cams_offline` names it). Thermal frames are `Mono16` counts: the pipeline
+rotates them, takes `tmax`/`tmed`/hot spot on the rotated image
+(`ThermalStats.h`), and saves them 16-bit lossless whatever `jxl_distance` says.
+The SDK is declared in `IrbgrabApi.h` (not copied: its licence forbids that) and
+loaded with `dlopen`, so every build has the thermal code and its tests run
+against a fake SDK.
+
 ### The model: free-run, then hold still
 
 The camera **runs continuously** at the mode's frame rate with its own auto-exposure and auto-gain in

docs/configuration.md

@@ -62,10 +62,10 @@ Parsed and validated by `ConfigLoader` ([src/core/Config.cpp](../src/core/Config
 | `Network` | `mqtt_user` / `mqtt_pw` | string | — | MQTT credentials (see secrets below) |
 | `Serial` | `device` | string | `/dev/ttyACM0` | Motor-controller serial device |
 | `Serial` | `baud` | int | `115200` | Serial baud rate |
-| `Camera.<name>` | `id` | string | — | USB `DEV_` id or GigE IP. Required when enabled |
+| `Camera.<name>` | `id` | string | — | `vimba`: USB `DEV_` id or GigE IP; `taris`: the camera's serial number. Required when enabled |
-| `Camera.<name>` | `driver` | `vimba` | `vimba` | Backend. Only `vimba` is implemented |
+| `Camera.<name>` | `driver` | `vimba` \| `taris` | `vimba` | Backend: Allied Vision Vimba X (colour), or InfraTec TarisIR (thermal, [below](#thermal-camera-driver--taris)). Colour cameras always come first in the camera order, whatever the block names |
 | `Camera.<name>` | `label` | string | the block name | Output subdirectory and `CamEvent` `cam` field |
-| `Camera.<name>` | `profile_dir` | string | — | Directory of profile XMLs; a profile named X is `<profile_dir>/X.xml`. A relative path resolves against the directory holding the `config.ini` in use |
+| `Camera.<name>` | `profile_dir` | string | — | `vimba` only. Directory of profile XMLs; a profile named X is `<profile_dir>/X.xml`. A relative path resolves against the directory holding the `config.ini` in use |
 | `Camera.<name>` | `profile` | string | `standard` | Profile to start in. Switch live with `set camera profile [<camera>] <name>` |
 | `Camera.<name>` | `enabled` | bool | `true` | A disabled camera is not opened and does not affect the scan timing |
 | `Camera.<name>` | `rotation_deg` | `0`/`90`/`180`/`270` | `0` | Clockwise rotation applied to that camera's saved images |
@@ -75,6 +75,12 @@ Parsed and validated by `ConfigLoader` ([src/core/Config.cpp](../src/core/Config
 | `Camera` | `jxl_distance` / `jxl_effort` | double ≥ 0 / int 1..9 | `0.8` / `4` | Encoder defaults inherited by every camera block |
 | `Camera.<name>` | `jxl_distance` / `jxl_effort` | double ≥ 0 / int 1..9 | the `[Camera]` value | Per-camera override of the encoder settings. Distance 0 is truly lossless |
 | `Camera` / `Camera.<name>` | `demosaic` | `edge_aware` \| `bilinear` | `edge_aware` | How raw profiles (`BayerRG8`, `BayerRG12p`) are converted to colour on the tower |
+| `Camera.<name>` (`taris`) | `calib_profile` | int ≥ 0 | `0` | Calibration profile set on connect: 0 = -40..120 °C at 0.01 K/count, 1 = 0..600 °C at 0.02 K/count. Switch live with `camera calib <n>` |
+| `Camera.<name>` (`taris`) | `frame_rate_hz` | 0 < x ≤ 50 | `5` | The rate the camera free-runs at |
+| `Camera.<name>` (`taris`) | `max_frame_age_ms` | int > 0 | `400` | A frame older than this when the picture is taken is not kept: that picture has no thermal image. Keep it below the scan's settle wait, or the frame can predate standstill (warned at startup) |
+| `Camera.<name>` (`taris`) | `nuc_interval_s` | int 0..3600 | `30` | Seconds between NUCs, run by the program at the start of a move so none blanks a picture (after twice this with no move, one runs anyway). `0` leaves the camera's own timer, which now and then takes a picture's frame |
+| `Camera.<name>` (`taris`) | `library` | string | `libirbgrab_x86_64-linux.so` | The InfraTec SDK, found through the ld cache |
+| `Camera.<name>` (`taris`, hardware.ini) | `interface` | string | — | The network port the camera is cabled to; only named in the message when it is not found |
 | `Hardware` (hardware.ini) | `save_workers` | int 1..4 | `1` | Frames saved at once. 1 on the IOTA, 2 on the 3 Delta ([measurements](raw12-pipeline-measurements.md)) |
 | `Hardware` (hardware.ini) | `jxl_threads` | int 0..8 | `0` = 4 / `save_workers` | libjxl threads per saved frame |
 | `Hardware` (hardware.ini) | `save_queue_max` | int 1..32 | `4` | Frames waiting or being saved before the scan holds at its waypoint (a raw 16 MP frame is ~24 MB) |
@@ -84,6 +90,7 @@ Parsed and validated by `ConfigLoader` ([src/core/Config.cpp](../src/core/Config
 | `Features` | `enable_serial` | bool | `true` | (reserved) |
 | `Features` | `enable_imu` | bool | `false` | **Legacy.** Derived from `[Hardware] imu` wherever that is declared; kept only for towers without a `hardware.ini`. A flag contradicting the declaration is warned about and ignored |
 | `Features` | `mock_camera` | bool | `false` | Use the simulated camera |
+| `Features` | `mock_camera_size` | `small`/`full` | `small` | The simulated camera's frames: `small` = 640×480 colour; `full` = the real camera's 5328×3040 12-bit raw, so saving costs the CPU what it does on a tower (throttling simulations) |
 | `Features` | `mock_serial` | bool | `false` | Use the simulated motor controller |
 | `Features` | `mock_imu` | bool | `false` | Use the simulated IMU instead of the MTi |
 | `Features` | `enable_env` | bool | `false` | **Legacy.** Derived from `[Hardware] env` wherever that is declared; same rule as `enable_imu` |
@@ -541,6 +548,35 @@ measured), both edges included - so `mode pan 90 30` takes six pictures, 75°
 to 105°. It is a property of the camera and lens, so it lives in
 `hardware.ini`. Must be above 0. See [mqtt-api.md](mqtt-api.md#modes-auto-pan-manual).
 
+### When the computer runs hot: `[Thermal]`
+
+The CPU guard ([ThermalGuard.h](../include/fgc/ThermalGuard.h)) reads the CPU's
+temperature, clock, throttle counters and busy time every `sample_ms` and paces
+the scan to them. It never stops the program, never changes the mode and never
+touches picture quality. Per computer, so normally in `hardware.ini`
+(`config.ini` works too). Every key is optional.
+
+| Key | Default | Meaning |
+|---|---|---|
+| `enabled` | `true` | `false`: full pace however hot (readings and throttling log go on) |
+| `slow_c` | 85 | Slowed from this CPU temperature (°C) |
+| `hysteresis_c` | 5 | Back to normal needs `slow_c - hysteresis_c` |
+| `slow_factor` | 2 | Slowed = pictures at least this many times further apart (1..10); further still when saving needs it (1.5 × the save time per worker) |
+| `calm_s` | 120 | Slowed → normal once all clear this long, and the normal pace fits what saving takes |
+| `held_share_pct` | 25 | Slowed when the scan spent this share of the last minute waiting for saving |
+| `held_slow_s` | 30 | Slowed when saving has kept the scan waiting this long in one go |
+| `pause_c` | 92 | Paused once at this temperature for `pause_after_s` |
+| `pause_after_s` | 20 | |
+| `held_pause_s` | 120 | Paused when saving has kept the scan waiting this long in one go, or is still the bottleneck this long after slowing down |
+| `resume_c` | 75 | A pause ends at or below this, after `min_pause_s`, with nothing left to save |
+| `min_pause_s` | 300 | |
+| `clock_low_pct` / `busy_high_pct` | 50 / 50 | Throttling judged from the clock: below this share of the top clock while at least this busy |
+| `sample_ms` | 2000 | 500..60000 |
+| `sysfs_root` | `/` | A fake `/sys` + `/proc` tree for a simulation ([tools/thermal-sim](../tools/thermal-sim/)) |
+
+Must hold: `resume_c < slow_c < pause_c`, `held_slow_s <= held_pause_s`. The
+whole story, and how to simulate it, is in [thermal-throttling.md](thermal-throttling.md).
+
 ### The legacy towers: a DHT11 and a fan on the motor MCU
 
 Four towers carry an ambient DHT11 and an enclosure fan wired to the Leonardo
@@ -683,6 +719,7 @@ Parsed by Boost.Program_options ([main.cpp](../main.cpp)). Flags override `[Feat
 | `-c, --config <path>` | Explicit config file path |
 | `--no-mqtt` | Disable MQTT (use the null channel) |
 | `--mock-camera` | Use the simulated camera |
+| `--mock-camera-full` | Simulated camera with tower-size 12-bit frames (implies `--mock-camera`) |
 | `--mock-serial` | Use the simulated motor controller |
 | `--mock-env` | Use the simulated ambient temp/humidity sensor (implies `[Features] enable_env`) |
 | `--degraded` | Start even though declared hardware is missing (field triage; overrides `strict_presence` and says so loudly in the log) |
@@ -725,6 +762,8 @@ Handled in `Application::Impl::handleCommand`.
 | `snapshot` | One image now, through the scan's settle-and-trigger path (manual mode, homed) |
 | `capture [on\|off]` | Continuous capture where the gimbal is aimed: one image per `image_interval` since the last, each once the gimbal has stood still for `settle_wait_ms`. Manual mode, homed; ends on any mode change, homing, heading setup or test. Bare: report |
 | `camera reset` | Reboot the cameras and put them back on their profiles |
+| `thermal` | The CPU's temperature, clock, load and throttling, and whether the scan is slowed or paused for it. Any mode |
+| `thermal resume` / `thermal off` / `thermal on` | Back to full pace now (the rules then apply afresh) / turn the CPU guard off or on until restart. Any mode |
 | `test camera [frames\|dark\|bright]` | Check the camera delivers frames and responds to exposure/gain |
 | `test [<subsystem> [<leaf>]] [<profile>]` | Run the hardware self-test suite (see below) |
 | `test list` / `test baseline` | List profiles / pin the last report as the comparison baseline |
@@ -1021,3 +1060,37 @@ grid (front to back, repeating); in **pan** mode it walks the pan's headings lef
 pitch, then starts again from the left edge (see [mqtt-api.md](mqtt-api.md#modes-auto-pan-manual)). Telemetry arrives as
 firmware `ST` lines (per-axis state + encoder counts), parsed by
 [TelemetryParser](../src/core/TelemetryParser.cpp).
+
+## Thermal camera (`driver = taris`)
+
+A TarisIR mini beside the colour camera takes its picture at the same waypoints
+and intervals: the colour camera is asked first, and only once it has delivered
+is the thermal one asked for its newest frame. Each file and CamEvent has the
+time its own frame arrived: the two of one waypoint share `hdg`/`pit` and are at
+most `max_frame_age_ms` apart (see [mqtt-api.md](mqtt-api.md#thermal-camera-cam-tir)).
+
+- **Best effort.** A thermal camera that is missing, unlicensed or has no fresh
+  frame costs that picture its thermal image, nothing more: the scan goes on, the
+  camera reconnects by itself, and Health `cams_offline` names it meanwhile.
+- **Always lossless.** The counts are measurements; `jxl_distance` must be 0
+  (the default for this driver) and the loader refuses anything else.
+- **No settings XML.** The camera is set up from its keys; `profile` only picks a
+  `[Camera.<name>.<profile>]` timing block, which it does not need: without one
+  its wait is 0 and the colour camera's settle wait alone sets the pace. The
+  frame it hands over is at most `max_frame_age_ms` old, so that must stay below
+  the colour camera's `settle_wait_ms`.
+- **Kept grabbing**: from start to exit, also in manual mode. A microbolometer
+  that is restarted begins with zero frames and a fresh NUC.
+- **NUC while the gimbal moves.** The camera recalibrates against its shutter
+  every 30 s and sends no frame for about 0.7 s meanwhile; a picture falling
+  into that had no thermal image (0.8 % of them on tower 111). The program
+  switches the camera's timer off and runs the NUC itself at the start of a
+  move once `nuc_interval_s` has passed; the move and the settle wait leave
+  seconds before the next picture. A picture that still finds the camera
+  between frames waits up to 1 s for the next one. On exit the camera's timer
+  is put back.
+- **Split between the files** like any camera: `driver`, `id` and `interface`
+  in hardware.ini (with `tir` in `[Hardware] cameras`), the rest in config.ini.
+  `save_queue_max` counts frames, so raise it by 2.
+- The binary needs `cap_net_raw` (the SDK uses a raw socket):
+  [tower-installation.md](tower-installation.md#phase-2b---thermal-camera).

docs/known-issues.md

@@ -166,8 +166,25 @@ scripts for this are worth keeping; note that wrapping them in `timeout` SIGTERM
   key features (`AcquisitionFrameRate`, `Width`, `PixelFormat`) would turn a silent misconfiguration into
   an error.
 - Graceful shutdown on SIGINT (currently exit via `exit`/Ctrl-D; a pending `getline` can delay shutdown).
-- Support a second camera backend. `driver` is parsed and validated but only `vimba` is accepted, so a
+- ~~Support a second camera backend.~~ Done for the thermal camera (`driver = taris`,
-  thermal or NIR unit needs a new `ICameraSource` implementation behind that key.
+  `TarisCameraSource`, behind `CompositeCameraSource`), tested with the TarisIR mini on tower 111 on
+  2026-10-14 (docs/tower-installation.md, Phase 2b). Not yet tested: a pulled camera cable during a scan
+  (the reconnect is only unit-tested). The 0.8 % of pictures without a thermal frame in the first long run
+  were the camera's own NUC every 30 s (a 0.7 s pause in its stream); since 2026-10-15 the program runs the
+  NUC at the start of a move instead. A NIR unit would be a third driver
+  behind the same key.
+- The InfraTec SDK keeps the CPU awake: about 15 of its threads sleep 1 ms at a time, some 15 000 wake-ups
+  a second, so the cores never settle and the CPU clocks them at turbo (2.8 GHz on the N5105) whenever they
+  run. Until 2026-10-15 the camera also sent 50 fps (31 MB/s) because the frame rate was not taken; at the
+  intended 5 fps the system load fell from about 29 % to 18 %, but the wake-ups remain. In the first minutes after deploying, the
+  CPU guard slowed the scan once (86 °C, back to normal after 2 min). Watch Health `cpu_c` over a warm
+  day before a tower without air flow gets a thermal camera.
+- Tower 111's colour profile does not apply: every start since 2026-10-07 logs `applying profile 'standard'
+  from .../rgb/standard.xml failed (error -39)`, and the camera runs on whatever it had. Unrelated to the
+  thermal camera; seen again while testing it.
+- Per-channel boresight: `[Motor]` heading and tilt calibration belong to the tower, but the thermal camera
+  sits on the gimbal with its own small offset against the colour one. `hotx`/`hoty` are therefore in the
+  thermal image's own frame; projecting them onto terrain needs a per-camera offset nobody has measured yet.
 - Reintroduce optional image upload to the ground station, config-driven (the old hardcoded NFS/SMB upload was
   removed).
 - **Calibration persistence needs the TUI.** `gimbal pitch setup` and `gimbal heading fit` are always

docs/modules-reference.md

@@ -26,7 +26,7 @@ Per-file reference for the refactored tree, plus the shared data structures.
 | [include/fgc/DiagParser.h](../include/fgc/DiagParser.h), [src/core/DiagParser.cpp](../src/core/DiagParser.cpp) | `parseDiag` firmware `DG` self-test stream → `DiagResult` (per-axis tests, PASS/FAIL); `formatDiag` |
 | [include/fgc/TestRunner.h](../include/fgc/TestRunner.h), [src/core/TestRunner.cpp](../src/core/TestRunner.cpp) | The `test` command: resolves `test [<subsystem> [<leaf>]]` to a set of leaf tests, knows which need a homed gimbal (the `test hardware` leaves deliberately do not), and runs them on a worker thread with live progress, handing back a `TestReport` |
 | [include/fgc/TestReport.h](../include/fgc/TestReport.h), [src/core/TestReport.cpp](../src/core/TestReport.cpp) | A self-test run's result as plain data: formats a human-readable text report that `parseTestReport` reads back, so a run can be compared with the baseline or the previous one |
-| [include/fgc/HostMetrics.h](../include/fgc/HostMetrics.h), [src/core/HostMetrics.cpp](../src/core/HostMetrics.cpp) | Tower computer health for `test host`: CPU temperature, disk, memory and load. Pure parsers split from the live `/sys` and `/proc` readers so they unit-test anywhere; readers report `ok = false` rather than throw |
+| [include/fgc/HostMetrics.h](../include/fgc/HostMetrics.h), [src/core/HostMetrics.cpp](../src/core/HostMetrics.cpp) | Tower computer health for `test host` and the CPU guard: CPU temperature, clock, kernel throttle counters, busy time, disk, memory and load. Every `/sys` and `/proc` path sits under a `root`, so a fake tree stands in for a simulation. Pure parsers split from the live `/sys` and `/proc` readers so they unit-test anywhere; readers report `ok = false` rather than throw |
 | [include/fgc/Calibration.h](../include/fgc/Calibration.h), [src/core/Calibration.cpp](../src/core/Calibration.cpp) | `linearFit` (least-squares, R²) + `circularMeanDeg` for the IMU-referenced calibration |
 | [include/fgc/PitchSetup.h](../include/fgc/PitchSetup.h), [src/core/PitchSetup.cpp](../src/core/PitchSetup.cpp) | `gimbal pitch setup` worker thread: home-if-needed → pitch sweep dwelling on the gravity-referenced IMU pitch → least-squares fit → park level; tunable via `CalibParams`; exposes `progress()`/`report()`/`takeResult()`. Yaw is not touched |
 | [include/fgc/HeadingFit.h](../include/fgc/HeadingFit.h), [src/core/HeadingFit.cpp](../src/core/HeadingFit.cpp) | `gimbal heading fit`: least-squares fit of the yaw map from operator sightings of landmarks with known true bearings. Sorts by encoder position, unwraps bearings so a set spanning north fits one line, and refuses a baseline under 10° (two points always fit exactly, so a short baseline looks perfect and is wrong). No IMU involved |
@@ -41,7 +41,8 @@ Per-file reference for the refactored tree, plus the shared data structures.
 | [include/fgc/ChannelHistory.h](../include/fgc/ChannelHistory.h), [src/core/ChannelHistory.cpp](../src/core/ChannelHistory.cpp) | Ring buffer of recently published messages (time, topic, payload, outcome) plus the delivery counters — sent, failed, connects, losses, last status. Feeds the expanded Connectivity view so a publish can be confirmed without a broker-side subscriber |
 | [include/fgc/RemoteCommands.h](../include/fgc/RemoteCommands.h), [src/core/RemoteCommands.cpp](../src/core/RemoteCommands.cpp) | Console commands that arrive over MQTT: run through the same handler as typed ones, on the control thread, and answered on `CommandReply` with every line they logged. Retained messages are never run, a repeated id is answered again rather than re-run, each is audited in the log, and a reply that depends on the firmware (`gimbal dump`) waits for its answer |
 | [include/fgc/Hash.h](../include/fgc/Hash.h), [src/core/Hash.cpp](../src/core/Hash.cpp) | FNV-1a 64 over a string or a file, with an algorithm-prefixed label. Change detection for the profile records, deliberately not a crypto hash |
-| [include/fgc/CaptureScheduler.h](../include/fgc/CaptureScheduler.h), [src/core/CaptureScheduler.cpp](../src/core/CaptureScheduler.cpp) | Capture state machine over the interfaces: move, standstill, settle wait (+ `SettleRule`), the rest of the interval since the last frame, keep; holds while saving is behind; injectable clock; `setGeometry` adopts a recalibration |
+| [include/fgc/CaptureScheduler.h](../include/fgc/CaptureScheduler.h), [src/core/CaptureScheduler.cpp](../src/core/CaptureScheduler.cpp) | Capture state machine over the interfaces: move, standstill, settle wait (+ `SettleRule`), the rest of the interval since the last frame, keep; holds while saving is behind; slowed (`setIntervalScale`) or paused (`setPaused`) by the CPU guard; injectable clock; `setGeometry` adopts a recalibration |
+| [include/fgc/ThermalGuard.h](../include/fgc/ThermalGuard.h), [src/core/ThermalGuard.cpp](../src/core/ThermalGuard.cpp) | The CPU guard, pure: fed one host sample at a time (temperature, clock, throttle counters, busy %, whether saving holds the scan), it says normal / slowed / paused and returns the log lines; `ThrottleWatch` logs throttling as it starts, once a minute while it lasts, and when it ends. Never stops the program or changes the mode ([thermal-throttling.md](thermal-throttling.md)) |
 | [include/fgc/SettleRule.h](../include/fgc/SettleRule.h), [src/core/SettleRule.cpp](../src/core/SettleRule.cpp) | The `settle_rule = brightness` keep rule, pure: fed one frame's brightness, exposure and gain at a time, says when the image has settled (in the camera's target band and steady for 3 frames) or is pinned at the auto-exposure limits |
 | [include/fgc/RawImage.h](../include/fgc/RawImage.h), [src/core/RawImage.cpp](../src/core/RawImage.cpp) | Pixel layouts the program accepts (`Mono8`, `RGB8`, `BayerRG8`, `BayerRG12p`), their sizes and bit depths, `unpack12p`, and `sampleBrightness` - the cheap per-frame sample the keep rule reads |
 | [include/fgc/CameraStall.h](../include/fgc/CameraStall.h), [src/core/CameraStall.cpp](../src/core/CameraStall.cpp) | When a camera stream delivers nothing new: wait, restart the stream, or reset the camera. Pure policy, scaled by the exposure and frame period so a slow frame is not taken for a stall |

docs/mqtt-api.md

@@ -78,6 +78,7 @@ setup, or while a test or calibration runs.
 |-------|------|---------|--------------|
 | `GGS/FWT/<tower>/StatusCode` | At startup, on every mode change, and again on every reconnect | the mode: `"0"` auto, `"1"` pan, `"2"` manual | 1 / retained |
 | `GGS/FWT/<tower>/CamEvent` | After each image is saved | JSON object (below) | 1 / retained |
+| `GGS/FWT/<tower>/Health` | When the CPU guard changes state or throttling starts/ends, once a minute, after a `thermal` command, and on every reconnect | JSON object (below) | 1 / retained |
 
 StatusCode says what the tower **is doing**, not what it was last asked to do:
 it is published by the mode change itself, whatever caused it. Being retained,
@@ -94,7 +95,7 @@ Built by `MqttControlChannel::publishCamEvent` from a `CamEvent`:
 | Field | Type | Meaning |
 |-------|------|---------|
 | `fwt` | string | Tower name (`config.ini` `tower_name`) |
-| `cam` | string | Camera label: `RGB`, `ACR`, or `NIR` (by camera index) |
+| `cam` | string | Camera label (`[Camera.<name>] label`): `RGB`, `TIR`, `ACR` or `NIR` |
 | `hdg` | int | Gimbal **true bearing** × 10 (0 = north) at capture time, from the **yaw encoder** |
 | `pit` | int | Gimbal pitch elevation **× 10** at capture time, from the **IMU** — elevation relative to gravity, i.e. true pointing angle (fallbacks below) |
 | `time` | int | Capture timestamp, Unix epoch **milliseconds** (matches the `.jxl` filename) |
@@ -134,6 +135,80 @@ Both `hdg` and `pit` are sampled **when the frame arrives**, not when its JPEG X
 finishes, so a slow encode or a backed-up queue cannot attribute a later pose to earlier
 pixels.
 
+#### Thermal camera (`cam: "TIR"`)
+
+A thermal camera's events carry six more fields; a colour camera's never do, and
+their payload is unchanged.
+
+```json
+{ "fwt":"ExampleTower", "cam":"TIR", "hdg":1373, "pit":300, "time":1719312345678,
+  "cal":0, "missed":0, "tmax":3015, "tmed":187, "hotx":0.7359, "hoty":0.5833 }
+```
+
+| Field | Type | Meaning |
+|-------|------|---------|
+| `cal` | int | Calibration profile the image was taken on. **Required to read the file**: it sets the counts' scale |
+| `missed` | int | GigE packets the SDK lost for this frame (transfer quality) |
+| `tmax` | int/null | Hottest pixel, **apparent** temperature in tenths of a °C |
+| `tmed` | int/null | Median of the image, tenths of a °C (the anchor for a display window) |
+| `hotx`, `hoty` | number/null | Where the hottest pixel is: its centre, 0..1 across and down the image **as stored** (after `rotation_deg`), as for detection boxes |
+
+- **Its own `time`.** The thermal camera is asked right after the colour one, at
+  the same waypoint, and hands over the newest frame it has. `time` (and the file
+  name) is when that frame reached the tower computer, so it is up to
+  `max_frame_age_ms` (400) off the colour picture's, earlier or later. The `RGB`
+  and `TIR` event of one waypoint share `hdg` and `pit` (sampled together) and
+  follow each other in the stream; pair them by that, not by an equal `time`. A
+  picture the thermal camera had no fresh frame for has no `TIR` event.
+- **The file holds counts**, 16-bit single channel, lossless:
+  `T[K] = count × 0.01` under `cal` 0 (`FF (-40-120C)`), `× 0.02` under `cal` 1
+  (`FF (0-600C)`), valid for `count ≤ 65280` (above it the camera's table wraps;
+  0 is never a temperature).
+- **Apparent temperature**: emissivity and path transmission are taken as 1.
+  Vegetation (ε ≈ 0.97) over kilometres of air reads a few kelvin off its true
+  temperature; the counts keep every correction possible later. `tmax`/`tmed`
+  use the same convention, so they are for triage and display, not for a
+  reported fire temperature.
+- `null` in the four statistics means the frame had no valid pixel; `cal` and
+  `missed` are still set.
+
+CamEvent and Health leave through a small queue on their own thread, so a slow link
+never holds an image save or the control loop. If 64 are waiting, the oldest is
+dropped (and shows as dropped in the connectivity view).
+
+### Health payload
+
+The tower computer's heat and load, and whether the scan is slowed or paused for it
+(see [thermal-throttling.md](thermal-throttling.md)). The mode in StatusCode does
+**not** change: a paused auto scan is still `"0"`, and carries on by itself once cool.
+
+```json
+{"fwt":"t121","state":"paused","reason":"CPU at 93 °C for 20 s","guard":true,
+ "cpu_c":93.0,"cpu_mhz":1188,"cpu_busy_pct":41,"throttling":true,
+ "throttle_events_last_min":14,"enclosure_c":48.2,"saved_last_min":0,
+ "save_ms_mean":null,"save_ms_max":null,"cams_offline":"","held_s":0,
+ "interval_s":10.0,"time":1759917600000}
+```
+
+| Field | Type | Meaning |
+|-------|------|---------|
+| `state` | string | `normal`, `slowed` (pictures `slow_factor`× further apart) or `paused` (gimbal parked, camera stream stopped) |
+| `reason` | string | Why not normal, in words; `""` when normal |
+| `guard` | bool | `false` after `thermal off`: full pace whatever the heat |
+| `cpu_c` | number/null | Hottest CPU thermal zone, °C |
+| `cpu_mhz` | number/null | Mean clock over the cores |
+| `cpu_busy_pct` | number/null | How busy the CPU was since the last sample |
+| `throttling` | bool | The CPU is slowing itself (kernel counters, or a low clock while busy) |
+| `throttle_events_last_min` | int | Kernel throttle events counted in the last minute |
+| `enclosure_c` | number/null | The ambient sensor (SHT41/DHT11), when there is one |
+| `saved_last_min`, `save_ms_mean`, `save_ms_max` | int, number/null | Pictures saved in the last minute and how long each took (every camera's: with a thermal camera, two per waypoint) |
+| `cams_offline` | string | Labels of cameras not delivering, comma-separated (`"TIR"`); `""` when all are. Only a camera the scan can do without - the thermal one - is ever listed: it reconnects by itself while the scan goes on |
+| `held_s` | int | How long the scan has been waiting for saving to catch up |
+| `interval_s` | number | Time between pictures now |
+| `time` | int | Unix epoch ms |
+
+A missing reading is `null`, never `0`.
+
 ## Remote commands: `Command` / `CommandReply`
 
 For development and maintenance: **any console command** - everything that can
@@ -239,6 +314,7 @@ subscribe:  GGS/FWT/<tower>/Command         (any console command: JSON {id, cmd}
 
 publish:    GGS/FWT/<tower>/StatusCode      (the mode: 0 auto, 1 pan, 2 manual)
             GGS/FWT/<tower>/CamEvent        (JSON: fwt, cam, hdg×10, pit×10, time-ms)
+            GGS/FWT/<tower>/Health          (JSON: CPU guard state, CPU °C/MHz/busy, throttling, saving)
             GGS/FWT/<tower>/CommandReply    (JSON: id, cmd, level, lines, truncated - not retained)
 ```
 

docs/thermal-throttling.md

@@ -0,0 +1,247 @@
+# When the tower computer runs hot
+
+In summer the sun and the gimbal heat the LattePanda until its CPU slows itself
+down (throttles). Since the 12-bit raw pipeline, the tower also de-Bayers and
+encodes every picture, ~1.4 CPU-seconds each
+([raw12-pipeline-measurements.md](raw12-pipeline-measurements.md)). This page
+says what happens then, what the program does about it, and how to simulate it.
+
+**The rule:** heat or overload only ever **pauses** the program - it never
+exits, never changes the mode, never touches picture quality or resolution. It
+slows the scan, then parks it, and carries on by itself once the computer has
+cooled. An exit would leave the tower dark until someone restarted it; a paused
+tower costs some pictures and comes back alone.
+
+## What was already safe, and what was not
+
+| | Before | Now |
+|---|---|---|
+| Saving falls behind | The scan holds at its waypoint (`save_queue_max`), so frames never pile up in memory | Same, and a long hold now slows, then pauses the scan |
+| CPU temperature | Read only by `test host` | Read every 2 s; on the Sensors panel, in the log, on MQTT `Health` |
+| Throttling | Invisible (`ThermalInfo::throttled` was never set) | Logged when it starts, once a minute while it lasts, and when it ends |
+| A hot, struggling CPU | Kept at full pace: the camera streaming, the encoder busy, the modem starved | Pictures spaced out (to fit the measured save time), then paused with the camera stream off |
+| Slow 5G link | Each picture's CamEvent held the save worker up to 3 s | CamEvent and Health leave through their own queue and thread |
+| Save workers | Same priority as the control loop, serial, IMU, MQTT | nice +5 (libjxl's threads inherit it) |
+| Camera streaming, nothing saved | ~40% of one core on tower 111, always | Stopped while paused (buffer reuse was tried and measured no gain, so dropped) |
+
+## The CPU guard
+
+[ThermalGuard.h](../include/fgc/ThermalGuard.h). Every `sample_ms` (2 s) the
+control loop reads the hottest thermal zone, the cores' clock, the kernel's
+throttle counters and how busy the CPU was, plus whether saving is holding the
+scan. The guard is pure - a reading in, a state and log lines out - so every
+rule is unit-tested ([test_thermalguard.cpp](../tests/test_thermalguard.cpp)).
+
+```
+         CPU >= slow_c (85), or throttling, or the scan waited for saving
+         25% of the last minute (or 30 s in one go)
+  NORMAL  ----------------------------------------------------------->  SLOWED
+  (as      <-- 120 s all clear: CPU < 80, no throttling, waiting under   pictures 2x further
+  configured)  12%, and saving fast enough for the normal pace ---------  apart, or 1.5x the
+     |                                                                   save time if longer
+     |   CPU >= pause_c (92) for 20 s, or one 120 s wait for saving,       |
+     |   or saving still the bottleneck 120 s after slowing                |
+     +-------------------------------->  PAUSED  <-------------------------+
+                                         gimbal parked where it is,
+                                         camera stream stopped, saving drains
+                                            |
+                                            | after 300 s, CPU <= resume_c (75)
+                                            v  and nothing left to save
+                                          SLOWED
+```
+
+- **Slowed** stretches the interval (`CaptureScheduler::setIntervalScale`):
+  at least `slow_factor`, and as far as 1.5 × the measured save time per worker
+  when that is longer - so a CPU that saves slowly runs about two-thirds busy
+  instead of flat out. Fewer pictures per minute is less encoding and less motor
+  work. It returns to the normal pace only once that pace fits what saving
+  takes, so a saver that is simply too slow does not flap between the two.
+- **Saving as the bottleneck** is judged by the share of each minute the scan
+  waits for it, not only by one long wait: a saver a little too slow holds the
+  scan 2-3 s at every waypoint and never once for long, yet keeps the CPU
+  pegged (see the results below).
+- **Paused** finishes the waypoint under way, then starts no new move
+  (`setPaused`); once parked, the camera stream stops, so the CPU all but idles.
+  A snapshot an operator asks for is still taken.
+- **Throttling** counts two ways: the kernel's `thermal_throttle` counters rising
+  (heat), or the clock below 50% of the chip's top while at least 50% busy, two
+  samples running. The second catches the power-limit slow-downs the counters
+  never count - and a clock capped by `cap-cpu.sh`.
+- Missing readings (no thermal zone, no cpufreq) are left out of the rules, never
+  read as 0 °C or as hot.
+- The mode does not change: StatusCode still says `0` for a paused auto scan.
+  Health says `paused`, and why.
+
+All thresholds are `[Thermal]` keys, normally in `hardware.ini`
+([configuration.md](configuration.md#when-the-computer-runs-hot-thermal)).
+
+### Seeing it
+
+- **Sensors panel** (`s`): a *LattePanda CPU* group - CPU temp, clock, load,
+  throttled - with a `HOT` / `THROTTLED` / `SLOWED` / `PAUSED` badge. The
+  expanded view adds the per-core clocks and any cap, load averages, throttle
+  counts, save time per picture, and the guard's state and reason.
+- **Log**, in plain words:
+  ```
+  CPU is slowing itself to stay cool: 94 °C, running at 1.2 GHz of 3.6 GHz
+  CPU still slowed: 14 times in the last minute, 94 °C, 1.1 GHz
+  CPU at 94 °C for 20 s: pausing pictures for at least 5 min, until the CPU is at 75 °C or below and saving has caught up
+  camera stream stopped while pictures are paused
+  CPU at 72 °C: pictures resume, one picture every 10.0 s instead of 5.0 until it has been calm for 2 min
+  Saving kept the scan waiting 27% of the last minute: one picture every 6.9 s instead of 2.0 until saving is fast enough for the normal pace, for 2 min
+  CPU no longer slowed: 72 °C
+  saving: 28 pictures in the last minute, 653 ms each on average (longest 817 ms)
+  ```
+- **MQTT** `GGS/FWT/<tower>/Health`, retained ([mqtt-api.md](mqtt-api.md#health-payload)).
+- **Console / MQTT Command**: `thermal` (readings and pace), `thermal resume`,
+  `thermal off|on`. Allowed in every mode.
+
+## Simulating it
+
+[tools/thermal-sim/](../tools/thermal-sim/):
+
+| Script | What it does | Root |
+|---|---|---|
+| `fake-temp.sh <root> init\|<C> [throttle]\|clock <MHz>\|ramp ...` | A fake `/sys` tree (busy % stays the real `/proc/stat`); the program reads it with `[Thermal] sysfs_root = <root>` | no |
+| `cap-cpu.sh <MHz>\|restore` | Caps every core's clock (`scaling_max_freq`) | yes |
+| `cap-power.sh <W>\|restore` | Caps package power (RAPL), like the 6 W TDP mode | yes |
+| `heat-load.sh <cores> <secs>` | Busy cores competing with the program | no |
+
+With `--mock-camera-full` (or `[Features] mock_camera_size = full`) the mock
+camera delivers the real camera's 5328×3040 12-bit raw frames, so the program
+saves - and loads the CPU - as on a tower, on any machine:
+
+```
+fire_gimbal_control -c sim/config.ini --mock-camera-full --mock-serial --no-mqtt
+```
+
+A CPU that cannot keep up, without root: `systemd-run --user --scope -p CPUQuota=50% fire_gimbal_control ...`.
+
+## Results on the desk (2026-10-08)
+
+i5-7300U (4 threads, 3.5 GHz - near the IOTA's N150), mock gimbal, tower-size
+12-bit mock frames, `image_interval = 2`, short guard timings for the test
+(`pause_after_s 10`, `calm_s 20`, `min_pause_s 30`, `held_pause_s 60`). A save
+took 0.65-0.85 s.
+
+**A. Heat (fake temperatures, real program).** `fake-temp.sh` walked the CPU
+70 → 88 → 94 (+ throttle events) → 72 °C while the scan ran:
+
+| Time | CPU | What the program did | Picture spacing |
+|---|---|---|---|
+| 0:00 | 70 °C | normal | 2.1-2.2 s |
+| +0:01 | 88 °C | slowed (within one sample) | 4.2 s |
+| +0:30 | 94 °C, throttling | "CPU is slowing itself to stay cool" at once; paused after 11 s, camera stream off 2 s later once the waypoint finished | none for 29 s |
+| +1:11 | 72 °C | resumed, still slowed, after the 30 s minimum pause | 4.2 s |
+| +2:09 | 72 °C | "CPU no longer slowed" one quiet minute after the last throttle event | 4.2 s |
+| +2:51 | 72 °C | back to the normal pace after 20 s calm | 2.1 s |
+
+No waypoint skipped, no overrun warnings, clean shutdown, 68 pictures.
+
+**B. A CPU that cannot keep up (no heat).** The program held to half of one core
+(`CPUQuota=50%`), so a save took 4.5-5 s against the 2 s interval:
+
+- *Before* the share rule: the save gate held the scan 2-3 s at every waypoint,
+  pictures came every ~4.6 s, and the CPU sat **pegged for all 5 minutes**. The
+  guard never acted - no single wait reached 30 s - and the log said "saving is
+  behind / caught up" twice per picture.
+- *After:* "Saving kept the scan waiting 27% of the last minute: one picture every
+  6.9 s instead of 2.0" after the first minute; from then on no holds at all and
+  the spacing followed the save time (7-10 s), stable for the rest of the run -
+  no flapping back to the 2 s pace it could not hold, no pause needed. The hold
+  warning is now said once, not at every waypoint.
+
+The dashboard was checked in a real terminal: the Sensors panel's *LattePanda
+CPU* group (88.0 °C, 2.8 GHz, 37 %, "yes, 2x last min", `SLOWED`) and the
+expanded view's CPU section.
+
+## Results on tower 111 (3 Delta, N5105, 2026-10-08)
+
+Ambient: the enclosure sensor read 21 °C. The tower program was stopped for the
+benchmark and replaced by the test build for the run; the tower's own build and
+config were not touched. Raw data: `tools/camera-bench/results-2026-10-08-tower111-throttle/`.
+
+### What a throttled Delta can sustain (`raw12_bench`)
+
+The synthetic 5328×3040 12-bit frame (`make_synthetic.py`), edge-aware
+de-Bayer, JPEG XL distance 1.0 effort 3, the tower's 1 worker × 4 threads. Each
+condition: 60 s flat out, then 120 s at one picture per 2 s. `cap-cpu.sh` and
+`cap-power.sh` set the limits; `stress-ng --cpu 2` is "2 busy cores".
+
+| Condition | Save time | Most per second | CPU-s / picture | Pile-up after 2 min at one per 2 s | Temp mean / max |
+|---|---|---|---|---|---|
+| none (2.9 GHz) | 1.0 s | 0.98 | 2.3 | 0 | 63 / 80 °C |
+| clock capped 1.6 GHz | 1.7 s | 0.58 | 4.0 | 0 | 57 / 59 °C |
+| clock capped 1.2 GHz | 2.2 s | 0.45 | 5.2 | 6 frames (latency to 14.6 s) | 56 / 58 °C |
+| clock capped 0.8 GHz | 3.3 s | 0.30 | 7.6 | 23 frames (latency to 51 s) | 54 / 56 °C |
+| power capped 6 W | 1.0 s | 0.87 | 2.4-2.7 | 0 | 61 / 74 °C |
+| 2 busy cores | 1.4 s | - | 2.3 | 0 | 79 / **88** °C |
+| 0.8 GHz + 2 busy cores | 4.4 s | 0.22 | 6.9 | 33 frames (latency to 69 s) | 52 / 54 °C |
+
+- At the tower's real pace, a picture every **5 s**, it keeps up in every case:
+  at 0.8 GHz saving takes two-thirds of the time, and with 2 busy cores on top
+  (4.4 s per save) it is on the edge - where the guard's headroom rule would
+  space pictures to ~6.6 s.
+- The bare benchmark has no brake, so a slow CPU piles frames up (23-33 in two
+  minutes, ~24 MB each). In the program the save gate stops that and the guard
+  then slows the scan.
+- The 6 W power cap hardly matters: saving draws only 6-8 W of the 10 W limit.
+- The hottest run was competing load, not saving: 88 °C with 2 busy cores.
+- **The kernel never counted a throttle event** in any run (all counters 0) -
+  21 °C was not hot enough. The counters exist on this kernel, so real heat
+  will be counted; the clock caps here are seen by the clock rule instead.
+- Tower 111's camera is a 1800 U-1240c, 4024×3036: its real saves are 0.64-0.68 s,
+  about two-thirds of the synthetic frame's.
+
+### The program on the tower, CPU capped to 0.8 GHz with 2 busy cores
+
+The test build with the tower's own config, camera, gimbal and local MQTT
+broker: 3 min normal, 6 min capped + loaded, 3 min restored.
+
+| Time | What happened | Pictures | Save time |
+|---|---|---|---|
+| 16:57 | homed, auto scan, Health `normal`, CPU 51 °C | one per 5 s | 0.64-0.68 s |
+| 16:59:32 | clock capped, 2 cores busy | | |
+| 16:59:36 | "CPU is running slow while busy (judged from its clock...): 53 °C, running at 0.8 GHz of 2.9 GHz"; Health `slowed` | one per 10 s | 3.6-3.8 s |
+| every minute | "CPU still slowed: clock low all minute" | | |
+| 17:05:32 | cap lifted | | 0.64-0.72 s |
+| 17:06:31 | "CPU no longer slowed" | one per 10 s | |
+| 17:08:31 | "back to the normal picture pace"; Health `normal` | one per 5 s | |
+
+The scan never waited for saving (`held_s` 0 throughout), the CPU ran 66-91%
+busy while capped and loaded, and the program shut down cleanly; 34 pictures,
+13 Health messages on `GGS/FWT/dev/Health`.
+
+### What the camera stream costs on its own
+
+Manual mode, one snapshot to start the stream, then 60 s of the program's own
+CPU time with nothing saved (`stream_cost.sh`):
+
+| Build | CPU while streaming |
+|---|---|
+| installed (main) | 39.2% of one core |
+| reusing the frame buffer instead of a fresh 24 MB per frame | 40.8% of one core |
+
+Reusing the buffer made no difference, so it was dropped. The stream itself
+costs **about 40% of one core - a tenth of the computer - all the time it runs**,
+whether or not pictures are saved: the program copies every frame it streams.
+That is why a pause stops the stream. A lower streaming frame rate, or copying
+only the frame that is kept, would cut it while scanning too; both touch the
+fragile camera stream, so they are left for a separate change.
+
+### Found on the way
+
+- `x86_pkg_temp` is not the only thermal zone on the towers: tower 111 also lists
+  the Wi-Fi card (`iwlwifi_1`) and `acpitz`. The guard now reads the CPU package
+  zone, so a hot Wi-Fi card cannot pause the scan; `test host` still reports the
+  hottest zone.
+- Tower 111's camera refuses its profile at every start since 2026-10-07 17:22
+  ("applying profile 'standard' ... failed (error -39)"), with the installed
+  build as with this one, and captures anyway. Unrelated to this work; worth a
+  look.
+
+## Still to do
+
+- Tower 121 (the IOTA), when cleared: the same matrix and program run.
+- A real hot day: the clock caps stand in for throttling; the kernel counters
+  have not yet seen any.

docs/tower-installation.md

@@ -714,6 +714,53 @@ feature vocabularies differ, so copying another tower's XML does not work:
 | `IntensityAutoPrecedence` | `Minimizeexposuretime` / `Minimizenoise` | **`MinimizeBlur` / `MinimizeNoise`** |
 | Sensor | 12 MP | 16 MP, 5328x3040 |
 
+### Older GigE cameras (Manta) `[partial]`
+
+Rietschen has three Allied Vision Manta G-1236 on one GbE port (`enp1s0`,
+MTU 8000): RGB (G-1236C), NIR and ACR (both G-1236B). Their firmware
+(00.01.54) predates the names the program and the Alvium use:
+
+| Program / Alvium | Manta |
+|---|---|
+| `ExposureTime` | `ExposureTimeAbs` |
+| `AcquisitionFrameRate` (+ `…Enable`) | `AcquisitionFrameRateAbs` - which a free-running Manta runs at, up to `AcquisitionFrameRateLimit` |
+| `IntensityControllerTarget` / `…Tolerance` | `ExposureAutoTarget` / `ExposureAutoAdjustTol` |
+| `DeviceLinkThroughputLimit` | `StreamBytesPerSecond` (max 124 MB/s, shared by every camera on the port) |
+| `BayerRG12p` | `BayerRG12Packed`: the GigE Vision 1.x packing, p0's high bits first - its own unpacking, see `RawImage.h` |
+| chunk data, `DeviceReset` | none |
+
+The program looks a missing feature up under its older name, so `test camera`
+and the telemetry work. `export_camera_profile.py` picks its `gige` recipe by
+itself when a camera has `ExposureTimeAbs` and no `ExposureTime`: frame trigger
+off (the legacy cameras booted with `TriggerMode = On`, `Line1`), `BayerRG8` on
+the colour camera (`BayerRG12Packed`, 12 bits, when it has it) and `Mono8` on a
+mono one, 60 MB/s each, the frame rate at
+the camera's maximum (rietschen's RGB camera came set to 0.955 fps), and
+auto-exposure on the frame mean (`ExposureAutoAlg = Mean`) at 30 % +- 5 %, down
+to 20 us by day. The keep rule waits for the frame mean to reach the camera's
+own target and tolerance, read once the camera is open. With the RGB camera's
+`FitRange`, which fits the histogram wherever its mean lands, no waypoint
+settled. 30 rather than the Alvium's 50: at 50 the sky over the horizon burnt
+out at noon, where smoke would rise, and at 35 it was still too bright; the old
+program ran these cameras at 23-25.
+
+Give `--camera` the id: with several cameras the first one the SDK lists is
+not the colour one, and the order changes from run to run. `install.sh
+--probe` lists them all, `install.sh --hardware-ini` writes `CHOOSE_ONE`
+without `--camera-id`, and `install-tower` asks (`camera_id`).
+
+What is still missing: a Manta has no `DeviceReset`, so the program cannot
+reset a stuck camera (it says so and goes on); and without chunk data the keep
+rule cannot tell a dark scene at the exposure limit, so at night it keeps the
+newest frame after `frame_timeout_ms`.
+
+`[verified]` on rietschen's NIR camera, 2026-10-20, with the motor mocked and
+the old program running beside it: `test camera` PASS (5 frames 4112x3008
+Mono8 in 1.7 s, dark 100 % <= 20, bright mean 255), `snapshot` writes a
+3008x4112 grey JXL (`rotation_deg = 270`, as the old program rotated), and a
+scan keeps a picture every 5 s without a timeout. The colour camera is not yet
+tested: the old program has it open.
+
 ### Binning is not optional, and the frame-rate ceiling is not what it looks like
 
 Unbinned RGB8 on the 16 MP sensor is a **48.6 MB frame** - over the ~20 MB
@@ -884,6 +931,89 @@ Then `mode auto`, and confirm `.jxl` files appear under the configured output di
 > running an older binary, export the profiles (step 8) first or it will refuse
 > with `no camera profiles (*.xml)`.
 
+### Phase 2b - thermal camera
+
+Only for a tower with an InfraTec TarisIR mini (tower 111 since 2026-10). The
+program runs as the tower's user; the SDK needs three things from the system.
+
+1. **SDK and licence.** Packages `infratec-sdk-irbgrab` and
+   `infratec-itcamtarisirmini` (amd64), then the licence for the camera's serial
+   via the vendor's `copycustomerdata.sh` into `/var/lib/infratec/.license/`
+   (`root:infratec`, `rw-rw----`). **Repeat after every OS update.** Keep the
+   source files on the tower (`~/InfraTec/LINUX/` on 111) so it can be re-run.
+   The tower's user must be in group `infratec` (`id` shows it; `sudo usermod -aG
+   infratec ggs` and log in again otherwise). The library must be in the ld
+   cache: `ldconfig -p | grep irbgrab`.
+2. **Network.** Camera and port directly cabled, static address, **no DHCP**
+   (`dhcp4: false` in netplan: DHCP on a link without a server keeps failing and
+   takes the static address with it), **MTU 1500** - the camera does no jumbo
+   frames. The SDK finds the camera by serial and MAC on raw Ethernet; the IP
+   only matters to ordinary GigE Vision tools. On 111: `enp1s0`, 192.168.0.111,
+   camera 192.168.0.200.
+3. **`cap_net_raw` on the binary.** The SDK opens a raw `AF_PACKET` socket.
+   Rather than running the program as root, the binary gets this one
+   capability. A rebuild drops it, so `deploy.sh` and `install-tower` run
+   `scripts/fgc-setcap --if-thermal` after every build. Once per tower, let
+   deploy do that without a password:
+
+   ```bash
+   scripts/fgc-setcap --install-sudoers   # /etc/sudoers.d/fire-gimbal-control-setcap
+   scripts/fgc-setcap && getcap build/fire_gimbal_control
+   ```
+
+   A capability binary runs in the loader's secure mode (`LD_*` ignored, no core
+   dumps): check once that Vimba X still opens the colour camera, and that
+   `scripts/fgc status` and `stop` still find the process.
+
+Then hardware.ini (`driver = taris`, `id = <serial>`, `interface = enp1s0`,
+`cameras = rgb, tir`) and config.ini (`label = TIR`, see
+[configuration.md](configuration.md#thermal-camera-driver--taris)), and a run
+with the real cameras but no motors:
+
+```bash
+./build/fire_gimbal_control --mock-serial --mock-env --no-mqtt --no-tui
+```
+
+```
+[INFO ] IRBGRAB SDK 4.3.44
+[INFO ] thermal camera connected via SN:2017744|...|192.168.0.200#0
+[INFO ] thermal camera: profile 0, 0.01 K per count
+```
+
+`snapshot` then writes `RGB/<t>.jxl` and `TIR/<t>.jxl` with the same `<t>`.
+`camera calib` reports the profile. If the camera stays offline the log says
+why, once per change - `no cap_net_raw`, `not found (found: ...)`, the port's
+state and MTU. A `0x80000017` that keeps coming is the licence before it is the
+NUC.
+
+Measured on tower 111 (2026-10-14, SDK 4.3.44, SN 2017744):
+
+- `cap_net_raw` alone is enough; no root, no `cap_net_admin`. Vimba X still
+  opens the colour camera from the capability binary.
+- Connecting takes about 15 s (SDK init and search); the scan does not wait.
+- `Framerate_Hz` is settable. The LUT is empty for the first frame after
+  connecting and right from then on: 0.0099998 K/count (profile 0), 0.0199995
+  (profile 1).
+- A profile switch takes about 3 s; frames keep the old scale until
+  `Calib_ChangeInProgress` reaches 0, and the program takes none meanwhile.
+- The camera's frame counter (`ImageNum`) is always 0; `MissedPackets` was
+  always 0 on the direct link.
+- Frame rate (2026-10-15): from power-up the camera sends 50 fps, 31 MB/s and
+  22 000 packets a second. `Framerate_Hz` set right after connecting answers ok
+  and changes nothing; set while grabbing it only thins out what the SDK hands
+  over; set while the grab is stopped, after the stream has run, it holds on the
+  wire. The program does that once the first frame is in and checks the packet
+  rate of `[Camera.tir] interface` (5 Hz: about 2 200 packets a second); the log
+  says `5.3 fps on enp1s0 (2224 packets/s), set on attempt 2`.
+- NUC (2026-10-15): the camera runs one every 30 s (`NUC_Interval`) and sends no
+  frame for 650-760 ms meanwhile. `NUC_Interval = 0` stops that; `NUC_Perform`
+  (1-point) runs one and returns when it is done, after about 0.67 s.
+  `NUC_INPROGRESS` stays 0 throughout, also for those. The program now runs the
+  NUC itself at the start of a move (`nuc_interval_s`).
+- The SDK switches the process's C locale to `LC_NUMERIC=de_DE` when it is
+  loaded. The program puts it back after every SDK call and writes its JSON
+  without the C library's number formatting.
+
 ### Phase 3 - the broker
 
 Set `[Features] enable_mqtt = true` and point `zkms_server_ip` at the broker.

hardware/common/kit.sh

@@ -100,6 +100,9 @@ probe_mcu() {
 #     therefore taken only from a block whose transport layer is the USB or GigE
 #     TL. A tower configured with DEV_Cam1 would "find its camera" and capture
 #     synthetic images forever.
+#
+# One id per line, like probe_mcu: rietschen has three GigE cameras on one port,
+# and the first one listed is not the colour one, so the caller has to choose.
 probe_camera_id() {
     local tool
     for tool in /opt/VimbaX*/bin/ListCameras_VmbC /opt/VimbaX*/bin/ListCameras; do
@@ -113,7 +116,7 @@ probe_camera_id() {
         done
         "$tool" 2>/dev/null | awk '
             /Camera ID/            { id = $NF }
-            /Transport Layer Path/ { if (id != "" && $NF !~ /Simulator/) { print id; exit } }
+            /Transport Layer Path/ { if (id != "" && $NF !~ /Simulator/) print id; id = "" }
         '
         return
     done
@@ -134,7 +137,8 @@ probe_camera_lpm_path() {
 
 probe_report() {
     local board mcu cam lpm
-    board="$(probe_board)"; mcu="$(probe_mcu)"; cam="$(probe_camera_id)"; lpm="$(probe_camera_lpm_path)"
+    board="$(probe_board)"; mcu="$(probe_mcu)"; lpm="$(probe_camera_lpm_path)"
+    cam="$(probe_camera_id | paste -sd ' ')"
     echo "board            : $board"
     echo "os               : $(. /etc/os-release && echo "$PRETTY_NAME") ($(uname -r))"
     echo "motor MCU        : ${mcu:-NOT FOUND}"
@@ -270,7 +274,7 @@ do_vimba() {
 
     local id; id="$(probe_camera_id)"
     if [[ -n $id ]]; then
-        say "camera found: $id"
+        say "camera found: ${id//$'\n'/, }"
     else
         warn "no camera reported by ListCameras yet"
         warn "the SDK asks for a reboot before the transport layers are usable"
@@ -374,6 +378,11 @@ emit_hardware_ini() {
         warn "$mcu"
         mcu="CHOOSE_ONE"
     fi
+    if [[ $(wc -l <<< "$cam") -gt 1 ]]; then
+        warn "several cameras found; pick one with --camera-id:"
+        warn "$cam"
+        cam="CHOOSE_ONE"
+    fi
 
     cat <<EOF
 ; hardware.ini - what this machine IS. Generated by hardware/$KIT_BOARD/install.sh

include/fgc/Application.h

@@ -21,6 +21,7 @@ struct RuntimeOptions {
     // Tri-state feature overrides (unset => use the config value).
     std::optional<bool> use_mqtt;
     std::optional<bool> mock_camera;
+    std::optional<bool> mock_camera_full;   // --mock-camera-full: tower-size 12-bit frames
     std::optional<bool> mock_serial;
     std::optional<bool> mock_env;   // implies [Features] enable_env
     std::optional<bool> use_tui;  // --tui / --no-tui; unset => [UI] enable_tui

include/fgc/CaptureScheduler.h

@@ -86,6 +86,27 @@ public:
     void setSaveGate(std::function<bool()> can_save) { can_save_ = std::move(can_save); }
     // True while the scan is held for saving to catch up.
     bool holdingForSave() const { return holding_; }
+    // All the time spent held for saving since construction, the current hold
+    // included (ms). Only rises; the CPU guard takes its share of each minute.
+    long long heldForSaveTotalMs() const;
+
+    // The CPU guard (ThermalGuard) pacing the scan to the computer's heat.
+    // Interval scale: pictures this many times further apart (>= 1; 1 = as
+    // configured). Takes effect from the next picture.
+    void   setIntervalScale(double scale);
+    double intervalScale() const { return interval_scale_; }
+    // Paused: the waypoint under way finishes, then no new move starts, and in
+    // manual no continuous-capture frame is kept - the gimbal stays where it is.
+    // A requested snapshot is still taken: an operator asked for it. Resuming
+    // carries on from the next waypoint with no overrun warning for the wait.
+    void setPaused(bool paused);
+    bool paused() const { return paused_; }
+    // Paused and nothing under way: what the camera stream may stop for.
+    bool pausedAtRest() const {
+        return paused_ && !moving_ && !snapshot_pending_ && continuous_hold_.due_ms == 0;
+    }
+    // The current interval between pictures, scale included. 0 = never.
+    double intervalMs() const { return interval_ms_; }
 
     // Per-camera-profile timing (see CameraProfile): how long to wait after standstill
     // for the exposure to settle, and how long to keep retrying before abandoning
@@ -166,8 +187,15 @@ private:
     std::function<long long()> now_ms_;
     std::function<bool()>      can_save_;
     bool                       holding_ = false;
+    long long                  hold_started_ms_  = 0;
+    long long                  held_total_ms_    = 0;
+    long long                  last_hold_end_ms_ = -1;
+    bool                       hold_logged_      = false;
     double      image_rate_;
-    double      interval_ms_;           // 1000 / image_rate_; 0 = never
+    double      base_interval_ms_;      // 1000 / image_rate_; 0 = never
+    double      interval_ms_;           // base_interval_ms_ x interval_scale_
+    double      interval_scale_ = 1.0;
+    bool        paused_ = false;
     long long   timer_start_ = 0;       // the last frame kept or given up, or the mode start
 
     Mode                mode_ = Mode::Manual;

include/fgc/ChannelTopics.h

@@ -17,6 +17,8 @@ namespace fgc {
 // The tower's mode, out (0 auto, 1 pan, 2 manual - see OperatingMode.h).
 inline constexpr const char* kTopicStatusCode  = "StatusCode";
 inline constexpr const char* kTopicCamEvent    = "CamEvent";
+// The computer's heat and load, and whether the scan is slowed or paused for it.
+inline constexpr const char* kTopicHealth      = "Health";
 // Any console command, in; its answer, out. See docs/mqtt-api.md.
 inline constexpr const char* kTopicCommand      = "Command";
 inline constexpr const char* kTopicCommandReply = "CommandReply";
@@ -25,6 +27,7 @@ std::string towerTopic(const std::string& tower, const std::string& leaf);
 
 // Payload builders. One definition each, used by both channels.
 std::string camEventJson(const CamEvent& e);
+std::string healthJson(const HealthReport& h);
 
 // A Command payload: {"id":"...","cmd":"..."} (a flat JSON object of strings;
 // other keys ignored), or a bare command line with no id - for testing from a

include/fgc/CompositeCameraSource.h

@@ -0,0 +1,79 @@
+#pragma once
+
+#include "fgc/ICameraSource.h"
+
+#include <memory>
+#include <vector>
+
+namespace fgc {
+
+// Several camera sources behind one, so the scheduler and the pipeline keep
+// seeing a single camera array: the colour cameras through Vimba and the
+// thermal one through its own SDK take their pictures at the same waypoints
+// and intervals without either knowing about the other.
+//
+// The first child leads. Its cameras come first in the index order (camera 0
+// is its first camera, which the keep rule reads), and its trigger() decides
+// whether a picture was taken: only once it has delivered are the others
+// asked, so a retry while the leader waits never yields a second thermal
+// frame for the same waypoint. The others are best effort - a follower with
+// no fresh frame costs that picture its thermal image, nothing more.
+//
+// Every frame keeps its own time, when it reached the host: the thermal frame
+// is the newest the camera had, so its time is up to max_frame_age_ms off the
+// colour one, and that is what the file name and the CamEvent say.
+//
+// A follower that is briefly without a fresh frame (frameReady() false: the
+// thermal camera's NUC) holds the picture back for up to `follower_wait_ms`,
+// so the pair stays whole; past that the leader goes on alone.
+//
+// Indices are global: child k's camera i is offset(k) + i. Calls about one
+// camera go to the child that has it.
+//
+// The offsets come from `counts`, how many cameras each child is configured
+// with, not from cameraCount(): VimbaCameraSource counts what it has opened,
+// which is 0 before open(), and a thermal frame numbered from that landed as
+// camera 0 - the colour camera's label and file (seen on tower 111). Without
+// counts, each child's cameraCount() at construction is taken.
+class CompositeCameraSource : public ICameraSource {
+public:
+    explicit CompositeCameraSource(std::vector<std::unique_ptr<ICameraSource>> children,
+                                   std::vector<int> counts = {}, int follower_wait_ms = 1000);
+
+    void open() override;
+    void close() override;
+    void start() override;
+    void stop() override;
+    bool trigger() override;
+    void moving() override;
+    bool frameReady() override;
+    bool setProfile(int camera_index, const CameraProfile& profile) override;
+    void setFrameCallback(FrameCallback cb) override;
+    uint64_t                frameSeq() override;
+    std::vector<FrameStats> framesSince(uint64_t after) override;
+    bool readFeature(int camera_index, const std::string& name, double& value) override;
+    int  cameraCount() const override;
+    std::vector<CameraDeviceInfo> deviceInfo() override;
+    std::string offline(int camera_index) override;
+    bool grabFrame(int camera_index, Frame& out, int timeout_ms) override;
+    bool setFeature(int camera_index, const std::string& name, const std::string& value) override;
+    bool featureRange(int camera_index, const std::string& name, double& min, double& max) override;
+    bool restoreProfile(int camera_index) override;
+    bool resetCamera(int camera_index) override;
+
+    size_t         childCount() const { return children_.size(); }
+    ICameraSource& child(size_t k) { return *children_[k]; }
+
+private:
+    // The child holding a global index and its index there; nullptr if none.
+    ICameraSource* route(int camera_index, int& local) const;
+
+    std::vector<std::unique_ptr<ICameraSource>> children_;
+    std::vector<int> counts_;      // cameras each child is configured with
+    std::vector<int> offsets_;     // global index of each child's camera 0
+    FrameCallback    callback_;
+    int              follower_wait_ms_;
+    long long        waiting_since_ = 0;   // steady ms a picture began waiting for a follower
+};
+
+}  // namespace fgc

include/fgc/Config.h

@@ -3,6 +3,7 @@
 #include "fgc/ImuMount.h"
 #include "fgc/Geometry.h"
 #include "fgc/OperatingMode.h"
+#include "fgc/ThermalGuard.h"
 
 #include <map>
 #include <string>
@@ -198,11 +199,14 @@ struct CameraProfileTiming {
 struct CameraSpec {
     std::string name;                    // the block suffix, e.g. "rgb"
     bool        enabled = true;
-    std::string driver  = "vimba";       // only "vimba" is implemented
+    // "vimba" (Allied Vision, colour) or "taris" (InfraTec TarisIR, thermal).
-    std::string id;                      // USB DEV_ id or GigE IP
+    std::string driver  = "vimba";
+    std::string id;                      // vimba: USB DEV_ id or GigE IP; taris: serial number
     std::string label;                   // output subdir + CamEvent "cam"; defaults to name
-    std::string profile_dir;             // relative => resolved next to config.ini
+    std::string profile_dir;             // vimba only; relative => resolved next to config.ini
-    std::string profile = "standard";    // which profile to start in
+    // Which profile to start in. For vimba a settings XML in profile_dir; for
+    // taris only the name of a timing block, the camera having no settings file.
+    std::string profile = "standard";
     int         rotation_deg = 0;        // clockwise; 0/90/180/270
 
     // Encoding, defaulted from [Camera] and overridable per camera.
@@ -211,6 +215,23 @@ struct CameraSpec {
     // De-Bayering for raw profiles (BayerRG8/12p): "edge_aware" or "bilinear".
     std::string demosaic = "edge_aware";
 
+    // ---- driver = taris only (TarisCameraSource.h) ----
+    // Operation (config.ini):
+    int         calib_profile    = 0;      // camera calibration profile; sets the counts' scale
+    double      frame_rate_hz    = 5.0;    // the camera free-runs at this rate, throttled
+    // A frame older than this at capture is not kept. Must stay below the scan's
+    // settle wait, or the frame may have been taken while the gimbal still moved.
+    int         max_frame_age_ms = 400;
+    std::string library = "libirbgrab_x86_64-linux.so";   // the SDK, found through the ld cache
+    // Seconds between NUCs the program runs itself, each at the start of a move
+    // so it never blanks a picture; 0 leaves the camera's own timer, which fires
+    // mid-picture now and then (TarisCameraSource.h).
+    int         nuc_interval_s   = 30;
+    // Mounting (hardware.ini): the camera's network port, for diagnostics only.
+    std::string interface;
+
+    bool thermal() const { return driver == "taris"; }
+
     std::map<std::string, CameraProfileTiming> timing;   // by profile name
 
     // Timing for `profile`, or the defaults when the block does not name it.
@@ -218,7 +239,10 @@ struct CameraSpec {
 };
 
 struct CameraConfig {
-    std::vector<CameraSpec> cameras;     // in config order; empty is a config error
+    // Colour (vimba) cameras first, then thermal ones, each group in block-name
+    // order: camera 0 is the one the keep rule and the scan pace follow, and
+    // that must be a colour camera. Empty is a config error.
+    std::vector<CameraSpec> cameras;
     // [Camera] defaults, inherited by each block unless it overrides them.
     double jxl_distance = 0.8;
     int    jxl_effort   = 4;
@@ -244,6 +268,10 @@ struct FeaturesConfig {
     bool enable_serial = true;
     bool enable_imu    = false;  // Xsens MTi orientation/IMU (off by default)
     bool mock_camera   = false;  // use a simulated camera instead of Vimba X
+    // The simulated camera's frames: false = small 640x480 colour (cheap), true =
+    // the real camera's 5328x3040 12-bit raw, so saving costs the CPU what it
+    // does on a tower (throttling simulations, tools/thermal-sim/).
+    bool mock_camera_full = false;
     bool mock_serial   = false;  // use a simulated motor controller
     bool mock_imu      = false;  // use a simulated IMU instead of the MTi
     bool enable_env    = false;  // ambient temp/humidity sensor (off by default)
@@ -389,6 +417,7 @@ struct AppConfig {
     PathsConfig    paths;
     BoardConfig    board;     // [Board]    from hardware.ini
     HardwareConfig hardware;  // [Hardware] from hardware.ini
+    ThermalParams  thermal;   // [Thermal] the CPU guard, normally from hardware.ini
     FeaturesConfig features;
     LoggingConfig  logging;
     UiConfig       ui;        // [UI] terminal dashboard toggle

include/fgc/HostMetrics.h

@@ -1,18 +1,58 @@
 #pragma once
 
 #include <string>
+#include <vector>
 
 namespace fgc::hostmetrics {
 
-// Host (LattePanda / Linux) health reads for the `test host` subsystem. Pure
+// Host (LattePanda / Linux) health reads, for the `test host` subsystem and the
-// parsers are split from the live readers so they unit-test without a real /sys
+// running program's CPU watch (ThermalGuard). Pure parsers are split from the
-// or /proc. All readers degrade gracefully (ok=false) rather than throw.
+// live readers so they unit-test without a real /sys or /proc. All readers
+// degrade gracefully (ok=false) rather than throw.
+//
+// `root` is put in front of every /sys and /proc path ("/" = the real ones), so
+// a test or a throttling simulation can hand in a fake tree:
+//   <root>/sys/class/thermal/thermal_zone*/{temp,type}
+//   <root>/sys/devices/system/cpu/cpu*/cpufreq/{scaling_cur_freq,cpuinfo_max_freq,scaling_max_freq}
+//   <root>/sys/devices/system/cpu/cpu*/thermal_throttle/{package,core}_throttle_count
+//   <root>/proc/stat   (when the tree has none, the real /proc/stat)
 
 struct ThermalInfo {
     bool        ok = false;
     double      max_temp_c = 0.0;   // hottest thermal zone
     std::string hottest_zone;       // e.g. "x86_pkg_temp"
     bool        throttled = false;  // best-effort (false if unknown)
+    // The CPU's own zone, for the CPU guard: x86_pkg_temp where there is one,
+    // else the hottest. Not simply the hottest: the towers also list the Wi-Fi
+    // card (iwlwifi_1) and the ACPI zone, and the guard watches the CPU.
+    double      cpu_temp_c = 0.0;
+    std::string cpu_zone;
+};
+
+// CPU clock, from cpufreq. MHz.
+struct CpuFreqInfo {
+    bool                ok = false;
+    double              mean_mhz = 0.0;     // mean of scaling_cur_freq over the cores
+    double              hw_max_mhz = 0.0;   // cpuinfo_max_freq: what the chip can do
+    double              cap_mhz = 0.0;      // lowest scaling_max_freq: what it may do now
+    std::vector<double> core_mhz;           // per core, cpu0 first
+};
+
+// The kernel's count of times the CPU slowed itself because it ran too hot
+// (x86 thermal_throttle). It only rises; a rise between two reads is throttling.
+// Slow-downs to stay inside the power limit are NOT counted here - ThrottleWatch
+// (ThermalGuard.h) also watches the clock for those.
+struct ThrottleCount {
+    bool      ok = false;
+    long long events = 0;   // package count (cpu0) + every core's count
+};
+
+// Cumulative CPU time from the first line of /proc/stat, in clock ticks. Busy %
+// is the change in `busy` over the change in `total` between two reads.
+struct CpuTimes {
+    bool      ok = false;
+    long long busy = 0;
+    long long total = 0;
 };
 
 struct DiskInfo {
@@ -37,7 +77,10 @@ struct LoadInfo {
 };
 
 // ---- live readers ----
-ThermalInfo readThermal();                       // scans /sys/class/thermal
+ThermalInfo   readThermal(const std::string& root = "/");   // scans sys/class/thermal
+CpuFreqInfo   readCpuFreq(const std::string& root = "/");
+ThrottleCount readThrottleCount(const std::string& root = "/");
+CpuTimes      readCpuTimes(const std::string& root = "/");
 DiskInfo      readDisk(const std::string& path);   // statvfs() on the filesystem holding `path`
 MemInfo       readMeminfo();                        // /proc/meminfo
 LoadInfo      readLoad();                           // getloadavg() + nproc
@@ -45,5 +88,8 @@ LoadInfo    readLoad();                           // getloadavg() + nproc
 // ---- pure parsers (reused by the readers; exposed for tests) ----
 MemInfo  parseMeminfo(const std::string& proc_meminfo);
 double   parseMilliCelsius(const std::string& zone_temp_contents);  // "52000\n" -> 52.0
+CpuTimes parseProcStatCpu(const std::string& proc_stat);            // its "cpu " line
+// Busy percentage between two reads; -1 when either is bad or no time passed.
+double   busyPercent(const CpuTimes& before, const CpuTimes& after);
 
 }  // namespace fgc::hostmetrics

include/fgc/ICameraSource.h

@@ -3,9 +3,11 @@
 #include "fgc/CameraProfile.h"
 #include "fgc/RawImage.h"
 #include "fgc/SettleRule.h"
+#include "fgc/ThermalStats.h"
 
 #include <cstdint>
 #include <functional>
+#include <optional>
 #include <string>
 #include <vector>
 
@@ -32,6 +34,8 @@ struct Frame {
     // Sampled from `data` on arrival (see RawImage.h); invalid when the layout
     // is Unknown.
     BrightnessSample brightness;
+    // Set by a thermal camera only: how to read its Mono16 counts.
+    std::optional<ThermalFrameInfo> thermal;
 };
 
 // Live per-camera identity, sensor telemetry, and acquisition stats, for the
@@ -82,6 +86,16 @@ public:
     // yet, and the caller simply retries.
     virtual bool trigger() = 0;
 
+    // The gimbal has started moving: nothing will be captured until it stands
+    // still again and has settled. A camera with housekeeping that blanks its
+    // stream - the thermal camera's NUC - does it now. Default: nothing.
+    virtual void moving() {}
+
+    // Would trigger() hand over a fresh frame right now? False while a camera is
+    // briefly between frames (a NUC), so a picture can wait a moment for it
+    // rather than go without. Default: always.
+    virtual bool frameReady() { return true; }
+
     // Apply a profile to one camera, identified by its index in the order the
     // source opened them (the same index Frame::cam_id carries). The backend
     // loads the profile's settings XML through its SDK - see CameraProfile.h.
@@ -113,6 +127,12 @@ public:
     // Default: none. Implementations may refresh a throttled cache, so non-const.
     virtual std::vector<CameraDeviceInfo> deviceInfo() { return {}; }
 
+    // Why one camera delivers nothing right now ("not found on the network"),
+    // or empty while it works. For a camera the scan can do without (the
+    // thermal one), which reconnects by itself rather than stopping the run.
+    // Default: always working.
+    virtual std::string offline(int /*camera_index*/) { return {}; }
+
     // ---- For `test camera` only ------------------------------------------------
     // The camera's configuration otherwise changes through setProfile() and
     // nothing else; these let the self-test drive a camera to known extremes and

include/fgc/IControlChannel.h

@@ -1,17 +1,58 @@
 #pragma once
 
+#include <optional>
 #include <string>
 #include <vector>
 
 namespace fgc {
 
+// What a thermal camera's CamEvent carries beyond the common fields (see
+// docs/mqtt-api.md). Temperatures are apparent (emissivity 1), in tenths of a
+// degree Celsius; the hot spot is normalised 0..1 across the stored image.
+struct ThermalEventFields {
+    int    cal = 0;              // calibration profile: says how to read the counts
+    int    missed = 0;           // GigE packets lost for this frame
+    bool   stats_ok = false;     // false: no valid pixel, the four below go out as null
+    int    tmax_decic = 0;
+    int    tmed_decic = 0;
+    double hotx = 0.0;
+    double hoty = 0.0;
+};
+
 // Notification published after an image is captured and saved.
 struct CamEvent {
     std::string tower;          // tower / FWT name
-    std::string camera;         // "RGB" / "ACR" / "NIR"
+    std::string camera;         // "RGB" / "TIR" / "ACR" / "NIR"
     int         heading_decideg = 0;  // yaw heading * 10 (one decimal as integer)
     int         pitch_decideg = 0;    // pitch elevation * 10 (one decimal as integer)
     long long   timestamp_ms = 0;     // Unix epoch ms; matches the image filename
+    std::optional<ThermalEventFields> thermal;  // thermal cameras only
+};
+
+// The tower computer's health, on GGS/FWT/<tower>/Health (retained): the CPU
+// guard's state and the readings behind it (ThermalGuard.h). A reading that is
+// unknown goes out as null.
+struct HealthReport {
+    std::string tower;
+    std::string state = "normal";   // normal / slowed / paused
+    std::string reason;             // why not normal, in plain words; "" when normal
+    bool        guard_on = true;    // false after `thermal off`
+    bool        cpu_c_ok = false;
+    double      cpu_c = 0.0;
+    bool        cpu_mhz_ok = false;
+    double      cpu_mhz = 0.0;
+    double      cpu_busy_pct = -1.0;      // -1 = unknown
+    bool        throttling = false;
+    long long   throttle_events_last_min = 0;
+    bool        enclosure_c_ok = false;
+    double      enclosure_c = 0.0;
+    int         save_count_last_min = 0;
+    double      save_ms_mean = 0.0;
+    double      save_ms_max = 0.0;
+    std::string cams_offline;             // labels of cameras not delivering, comma-separated
+    long long   held_s = 0;               // the scan waiting for saving, seconds
+    double      interval_s = 0.0;         // the time between pictures now
+    long long   timestamp_ms = 0;         // Unix epoch ms
 };
 
 // A console command that arrived over MQTT, on GGS/FWT/<tower>/Command. It is
@@ -75,6 +116,8 @@ public:
     // StatusCode - on every change, and again on every reconnect.
     virtual void publishStatus(int code)               = 0;
     virtual void publishCamEvent(const CamEvent& event) = 0;
+    // The computer's health (HealthReport), retained. Default: dropped.
+    virtual void publishHealth(const HealthReport& /*report*/) {}
 
     // Commands received since the last call, oldest first; clears them. And the
     // answer to one. Defaults: none / dropped, for a channel that takes no commands.

include/fgc/ImagePipeline.h

@@ -5,6 +5,7 @@
 
 #include <atomic>
 #include <condition_variable>
+#include <deque>
 #include <functional>
 #include <mutex>
 #include <optional>
@@ -25,7 +26,9 @@ struct Orientation {
 // Camera.rotation_deg, encode to JPEG XL, write to
 // <output_dir>/<label>/<timestamp>.jxl, and publish a CamEvent. Raw frames
 // (BayerRG8, BayerRG12p) are de-Bayered first and saved at their own bit depth,
-// so a 12-bit frame becomes a 12-bit file. Runs background workers so encoding
+// so a 12-bit frame becomes a 12-bit file. Thermal counts (Mono16) are saved
+// as they are, 16-bit and always lossless, and their CamEvent carries the
+// frame's temperature figures (ThermalStats.h). Runs background workers so encoding
 // never blocks acquisition. Split out of the old VimbaHandler::SaveImage so any
 // camera source (real or mock) can feed it.
 class ImagePipeline {
@@ -88,10 +91,26 @@ public:
     // Last CamEvent published (camera label, heading/pitch, timestamp), for the
     // UI's camera panel. Thread-safe; nullopt until the first capture is saved.
     std::optional<CamEvent> lastEvent() const;
+    // The same for the last thermal picture only (its event carries `thermal`).
+    std::optional<CamEvent> lastThermalEvent() const;
 
     // Number of images successfully written this session (for the camera view).
     long long imagesSaved() const { return saved_.load(); }
 
+    // How long saving took over the last minute: de-Bayer, encode and write, per
+    // picture (the MQTT publish after it is not included). count = 0: none saved.
+    struct SaveTiming {
+        int    count   = 0;
+        double mean_ms = 0.0;
+        double max_ms  = 0.0;
+    };
+    SaveTiming saveTiming() const;
+
+    // Workers run at this nice value (and libjxl's threads, which inherit it), so
+    // the control loop, serial, IMU and MQTT threads keep their share when the
+    // CPU is short. 0 = leave as is.
+    static constexpr int kWorkerNice = 5;
+
 private:
     // A frame and the pose it was taken at, captured together at submit() time so
     // encoding latency and queue depth cannot separate them.
@@ -102,8 +121,10 @@ private:
 
     void run();
     void process(const QueuedFrame& queued);
-    // Encode and write one image; false (logged) on failure.
+    // Encode and write one image; false (logged) on failure. For a thermal
-    bool save(const Frame& frame, const CameraOutput& out, const std::string& file);
+    // frame, `stats` receives its figures, taken after rotation.
+    bool save(const Frame& frame, const CameraOutput& out, const std::string& file,
+              ThermalStats* stats = nullptr);
     // Output settings for a camera index, or sane defaults if the index is out of
     // range (a source delivering more cameras than were configured).
     const CameraOutput& outputFor(int cam_id) const;
@@ -121,7 +142,14 @@ private:
 
     mutable std::mutex      last_event_mutex_;
     std::optional<CamEvent> last_event_;
+    std::optional<CamEvent> last_thermal_event_;
     std::atomic<long long>  saved_{0};  // images successfully written this session
+
+    // (steady ms when done, save ms) of each picture saved in the last minute.
+    void noteSaveTime(double ms);
+    mutable std::mutex      timing_mutex_;
+    std::deque<std::pair<long long, double>> save_times_;
+    long long               timing_logged_ms_ = 0;
 };
 
 }  // namespace fgc

include/fgc/IrbgrabApi.h

@@ -0,0 +1,148 @@
+#pragma once
+
+#include <cstddef>
+#include <cstdint>
+#include <memory>
+#include <string>
+
+// The few calls of InfraTec's IRBGRAB SDK (libirbgrab, v4) that the thermal
+// camera needs, declared here rather than taken from the SDK's own headers:
+// the SDK is licensed per tower and may not be copied into this repository or
+// a build image. Everything below was established against the installed SDK
+// (4.3.44) and a TarisIR mini - see TarisIR-Integration.md in the workspace.
+//
+// The library is loaded at run time (dlopen), so the program builds and its
+// tests run on machines that have never seen the SDK; a tower without it
+// simply has no thermal camera.
+namespace fgc::irbgrab {
+
+using Handle = size_t;      // the SDK's handles are pointer-sized integers
+using Ret    = uint32_t;
+
+// Return codes: a type in the top bits, a code below.
+inline constexpr Ret kTypeOk     = 0x10000000;
+inline constexpr Ret kTypeStatus = 0x20000000;
+inline constexpr Ret kTypeErr    = 0x80000000;
+inline constexpr Ret kSuccess    = kTypeOk | 0x01;
+inline constexpr Ret kErrNotSupported = kTypeErr | 0x02;
+inline constexpr Ret kErrNotFound     = kTypeErr | 0x03;
+// Means both "NUC in progress" and "invalid licence". With the licence
+// installed correctly it was never seen in testing, so when it piles up the
+// licence is the first suspect.
+inline constexpr Ret kErrNucOrLicence = 0x80000017;
+
+inline bool ok(Ret r) { return r == kSuccess; }
+
+// Fixed text buffers the SDK fills.
+inline constexpr int kCharBuffer = 1024;
+
+// What dev_getdata hands out.
+enum MemObject : int32_t {
+    kMemBitmap32     = 1,
+    kMemIrDigitFrame = 2,   // uint16 counts: what is archived
+    kMemTemperatures = 3,   // float32 Kelvin: the counts through the LUT, nothing more
+};
+
+// Parameter ids (dev_getparam / dev_setparam).
+namespace param {
+inline constexpr uint32_t kCalibMaxFrameRate     = 117;
+inline constexpr uint32_t kCalibChangeInProgress = 118;
+inline constexpr uint32_t kCalibCount            = 119;
+inline constexpr uint32_t kCalibActive           = 120;
+inline constexpr uint32_t kCalibName             = 121;
+inline constexpr uint32_t kPollingEnable         = 184;   // getdata without a callback
+inline constexpr uint32_t kSearchString          = 202;
+inline constexpr uint32_t kCameraName            = 203;
+inline constexpr uint32_t kCameraSerialNum       = 211;
+inline constexpr uint32_t kCameraTempHousing     = 217;   // Kelvin
+inline constexpr uint32_t kFramerateHz           = 240;
+inline constexpr uint32_t kFrameWidth            = 294;
+inline constexpr uint32_t kFrameHeight           = 295;
+// Non-uniformity correction, done in the camera with its own shutter.
+inline constexpr uint32_t kNucActive             = 410;   // R bool: correction applied
+inline constexpr uint32_t kNucPerform            = 411;   // W Int2 {mode, flags}: run one now
+inline constexpr uint32_t kNucInProgress         = 412;   // R bool
+inline constexpr uint32_t kNucInterval           = 415;   // R/W s between automatic ones, 0 = off
+}  // namespace param
+
+// kNucPerform's mode (Int2::value1); value2 takes flags, 0 for none.
+inline constexpr int32_t kNucMode1Point = 2;
+
+#pragma pack(push, 1)
+struct String {
+    char*   text;
+    int32_t len;
+};
+struct IdxString {
+    int32_t index;
+    String  value;
+};
+struct IdxInt32 {
+    int32_t index;
+    int32_t value;
+};
+struct Int2 {
+    int32_t value1;
+    int32_t value2;
+};
+// Per-frame information (mem_getinfo). struct_size must be set before the call.
+struct MemInfo {
+    int32_t struct_size;
+    int32_t triggered;
+    double  timestamp_ms;      // since the grab started
+    int64_t image_num;
+    int32_t missed_packets;
+};
+#pragma pack(pop)
+
+// Data type tokens: base type | extension | size of what the pointer points at.
+inline constexpr uint32_t kBaseInt32   = 0x40000000;
+inline constexpr uint32_t kBaseInt64   = 0x50000000;
+inline constexpr uint32_t kBaseFloat32 = 0xA0000000;
+inline constexpr uint32_t kBaseString  = 0xF0000000;
+inline constexpr uint32_t kExIndex     = 0x01000000;
+inline constexpr uint32_t kExArray2    = 0x02020000;   // a pair
+inline constexpr uint32_t kTypeInt32     = kBaseInt32 | sizeof(int32_t);
+inline constexpr uint32_t kTypeInt64     = kBaseInt64 | sizeof(int64_t);
+inline constexpr uint32_t kTypeSingle    = kBaseFloat32 | sizeof(float);
+inline constexpr uint32_t kTypeString    = kBaseString | sizeof(String);
+inline constexpr uint32_t kTypeIdxString = kExIndex | kBaseString | sizeof(IdxString);
+inline constexpr uint32_t kTypeIdxInt32  = kExIndex | kBaseInt32 | sizeof(IdxInt32);
+inline constexpr uint32_t kType2Int32    = kExArray2 | kBaseInt32 | sizeof(Int2);
+
+// The entry points, as function pointers so a test can stand in for the SDK.
+struct Api {
+    Ret  (*dll_init)()                                         = nullptr;
+    void (*dll_uninit)()                                       = nullptr;
+    Ret  (*dll_version)(char* buf, int len)                    = nullptr;
+    Ret  (*dll_devicetypenames)(char* buf, int len)            = nullptr;   // ';'-separated
+    Ret  (*dev_create)(Handle* dev, int32_t type, char* ini)   = nullptr;
+    Ret  (*dev_free)(Handle* dev)                              = nullptr;
+    Ret  (*dev_search)(Handle dev, int32_t* count)             = nullptr;
+    Ret  (*dev_connect)(Handle dev, char* search)              = nullptr;
+    Ret  (*dev_disconnect)(Handle dev)                         = nullptr;
+    Ret  (*dev_startgrab)(Handle dev, int32_t stream)          = nullptr;
+    Ret  (*dev_stopgrab)(Handle dev, int32_t stream)           = nullptr;
+    Ret  (*dev_getparam)(Handle dev, uint32_t what, void* data, uint32_t type) = nullptr;
+    Ret  (*dev_setparam)(Handle dev, uint32_t what, void* data, uint32_t type) = nullptr;
+    Ret  (*dev_getdata)(Handle dev, int32_t what, Handle* mem) = nullptr;
+    Ret  (*mem_free)(Handle* mem)                              = nullptr;
+    Ret  (*mem_getdimension)(Handle mem, uint32_t* w, uint32_t* h, uint32_t* type) = nullptr;
+    Ret  (*mem_getdataptr)(Handle mem, Handle* data, int32_t* bytes) = nullptr;
+    Ret  (*mem_getinfo)(Handle mem, void* info)                = nullptr;
+    // The counts-to-Kelvin table (65536 floats) for the given emissivity,
+    // transmission, environment and path temperature.
+    Ret  (*mem_getdvlut)(Handle mem, void* lut, float eps, float tau, float t_env,
+                         float t_path)                         = nullptr;
+};
+
+// Load the SDK. RTLD_GLOBAL, because the camera plugins it loads in dll_init()
+// resolve their symbols against it; without it no device type registers. The
+// library stays loaded for the life of the process. nullptr, with `error` set,
+// if the library or one of its entry points is missing.
+std::shared_ptr<const Api> load(const std::string& library, std::string& error);
+
+// "0x80000017 (NUC in progress or invalid licence)", for logs.
+std::string describe(Ret r);
+
+}  // namespace fgc::irbgrab

include/fgc/MqttControlChannel.h

@@ -4,9 +4,13 @@
 #include "fgc/IControlChannel.h"
 
 #include <atomic>
+#include <condition_variable>
+#include <deque>
 #include <memory>
 #include <mutex>
 #include <string>
+#include <thread>
+#include <utility>
 #include <vector>
 
 #include <mqtt/async_client.h>
@@ -35,6 +39,7 @@ public:
 
     void publishStatus(int code) override;
     void publishCamEvent(const CamEvent& event) override;
+    void publishHealth(const HealthReport& report) override;
     std::vector<RemoteCommand> takeCommands() override;
     void publishCommandReply(const CommandReply& reply) override;
 
@@ -52,11 +57,20 @@ private:
 
     void publish(const std::string& topic, const std::string& payload, bool retained = true);
 
+    // CamEvent and Health go out through a small queue with its own thread, so a
+    // slow link (each publish waits up to 3 s for the broker) never holds an
+    // image-save worker or the control loop. Bounded: when full, the oldest
+    // waiting message is dropped and recorded as such.
+    void post(const std::string& topic, const std::string& payload);
+    void runOutbox();
+    void stopOutbox();   // sends what is waiting (a few seconds at most), then ends
+
     ChannelHistory        history_;
     std::string           broker_uri_;
     std::string           tower_;
     std::string           topic_status_;
     std::string           topic_cam_event_;
+    std::string           topic_health_;
     std::string           topic_command_;
     std::string           topic_command_reply_;
 
@@ -66,7 +80,14 @@ private:
 
     std::mutex             mutex_;
     std::string            last_status_;   // republished on reconnect (under mutex_)
+    std::string            last_health_;   // republished on reconnect (under mutex_)
     std::vector<RemoteCommand> commands_;   // received, not yet taken (under mutex_)
+
+    std::mutex             outbox_mutex_;
+    std::condition_variable outbox_cv_;
+    std::deque<std::pair<std::string, std::string>> outbox_;   // (topic, payload)
+    bool                   outbox_stop_ = false;
+    std::thread            outbox_thread_;
 };
 
 }  // namespace fgc

include/fgc/RawImage.h

@@ -17,19 +17,30 @@ namespace fgc {
 //   BayerRG12p   the same mosaic at 12 bits, packed: two pixels in three bytes
 //                (GenICam "12p": p0 = b0 | (b1 & 0x0F) << 8,
 //                                p1 = b1 >> 4 | b2 << 4)
+//   BayerRG12Packed
+//                the same, packed the GigE Vision 1.x way that older GigE
+//                cameras use (the Manta G-1236C on rietschen): the first byte
+//                holds p0's HIGH bits, not its low ones
+//                                p0 = b0 << 4 | (b1 & 0x0F),
+//                                p1 = b2 << 4 | b1 >> 4
+//                Same size as BayerRG12p; read as 12p it would scramble every
+//                other pixel.
+//   Mono16       two bytes per pixel, grey, host byte order - the thermal
+//                camera's counts (TarisCameraSource.h), all 16 bits used
 //
 // OpenCV names Bayer patterns by the second row, so the camera's BayerRG is
 // OpenCV's COLOR_BayerBG2* (measured 2026-09-30 against the camera's own RGB8).
-enum class PixelLayout { Unknown, Mono8, RGB8, BayerRG8, BayerRG12p };
+enum class PixelLayout { Unknown, Mono8, RGB8, BayerRG8, BayerRG12p, Mono16, BayerRG12Packed };
 
-// The GenICam name ("BayerRG12p"), or "Unknown".
+// The GenICam name ("BayerRG12p", "BayerRG12Packed"), or "Unknown".
 const char* layoutName(PixelLayout layout);
 // From a GenICam name; Unknown for anything the program does not handle.
 PixelLayout layoutFromName(const std::string& name);
 
 // True for the raw mosaic layouts, which need de-Bayering before saving as colour.
 bool layoutIsBayer(PixelLayout layout);
-// Bits per value as delivered: 8, or 12 for BayerRG12p. 0 for Unknown.
+// Bits per value as delivered: 8, 12 for the 12-bit mosaics, 16 for Mono16. 0
+// for Unknown.
 int layoutBits(PixelLayout layout);
 // Bytes one frame of width x height takes in this layout (0 for Unknown).
 size_t layoutFrameBytes(PixelLayout layout, uint32_t width, uint32_t height);
@@ -38,11 +49,16 @@ size_t layoutFrameBytes(PixelLayout layout, uint32_t width, uint32_t height);
 // (0..4095). `in` holds ceil(pixels * 3 / 2) bytes; an odd last pixel uses the
 // low half of its pair, as GenICam specifies.
 void unpack12p(const uint8_t* in, uint16_t* out, size_t pixels);
+// The same for BayerRG12Packed (GigE Vision 1.x packing, see PixelLayout).
+void unpack12Packed(const uint8_t* in, uint16_t* out, size_t pixels);
+// Either of the two, by layout: the 12-bit mosaic unpacked to 16-bit words.
+void unpack12(PixelLayout layout, const uint8_t* in, uint16_t* out, size_t pixels);
 
 // Brightness of a frame from a sparse sample of its pixels: every `stride`-th
 // pixel, so all colour sites of a mosaic are visited. Cheap enough to run on
 // every frame the camera delivers (a few thousand samples).
-//   mean     on a 0..255 scale whatever the bit depth (12-bit values / 16)
+//   mean     on a 0..255 scale whatever the bit depth (12-bit values / 16,
+//            16-bit values / 256)
 //   clipped  share of samples at or near white (>= 250 on that scale)
 struct BrightnessSample {
     double mean    = -1.0;

include/fgc/TarisCameraSource.h

@@ -0,0 +1,92 @@
+#pragma once
+
+#include "fgc/Config.h"
+#include "fgc/ICameraSource.h"
+#include "fgc/IrbgrabApi.h"
+
+#include <functional>
+#include <memory>
+#include <string>
+
+namespace fgc {
+
+// The thermal camera: an InfraTec TarisIR mini through the IRBGRAB SDK
+// (IrbgrabApi.h), one camera per source.
+//
+// The camera is kept grabbing from open() to close(), whatever the scan does:
+// a microbolometer that is stopped and restarted starts with zero frames and a
+// fresh NUC. A worker thread owns every SDK call - connecting, polling the
+// newest frame of counts, switching the calibration profile, reconnecting
+// when the camera goes quiet - so nothing here ever blocks the control loop.
+// trigger() hands over the newest frame if it is fresh enough, and otherwise
+// says no at once: the thermal picture of a waypoint is best effort, the
+// colour camera's is not.
+//
+// A camera that is missing, unlicensed or unreachable is not a startup error.
+// The source reports why in offline(), keeps retrying, and the scan goes on
+// without it.
+//
+// NUC: the camera recalibrates itself against its shutter every 30 s and sends
+// no frame for about 0.7 s while it does (measured on tower 111). A picture
+// that falls into that gets no thermal frame. So the program switches the
+// camera's timer off and runs the NUC itself, at the start of a move - the
+// move and the settle wait leave seconds before the next picture - once
+// nuc_interval has passed, or after twice that without any move (manual mode).
+class TarisCameraSource : public ICameraSource {
+public:
+    struct Options {
+        std::string serial;                  // the camera's serial number
+        int         calib_profile    = 0;
+        double      frame_rate_hz    = 5.0;
+        int         max_frame_age_ms = 400;
+        std::string library          = "libirbgrab_x86_64-linux.so";
+        std::string interface;               // for diagnostics only; may be empty
+        int         stall_ms         = 5000; // connected but no frame this long: reconnect
+        int         retry_min_ms     = 2000; // between connection attempts, doubling...
+        int         retry_max_ms     = 30000;// ...up to this
+        int         calib_timeout_ms = 15000;// a profile switch takes about 3 s
+        int         nuc_interval_ms  = 30000;// 0: leave the camera's own NUC timer
+    };
+    static Options fromSpec(const CameraSpec& spec);
+
+    // api: the SDK, or null to load opts.library when the worker starts.
+    // has_net_raw: may this process open a raw socket (the SDK needs one)?
+    // Null: read the effective capabilities from /proc/self/status.
+    explicit TarisCameraSource(Options opts, std::shared_ptr<const irbgrab::Api> api = nullptr,
+                               std::function<bool()> has_net_raw = nullptr);
+    ~TarisCameraSource() override;
+
+    void open() override;
+    void close() override;
+    // Only open and close delivery; the camera keeps grabbing either way.
+    void start() override;
+    void stop() override;
+    bool trigger() override;
+    // Runs a due NUC now (on the worker), while the gimbal moves.
+    void moving() override;
+    bool frameReady() override;
+    void setFrameCallback(FrameCallback cb) override;
+    int  cameraCount() const override { return 1; }
+    std::vector<CameraDeviceInfo> deviceInfo() override;
+    std::string offline(int camera_index) override;
+    bool grabFrame(int camera_index, Frame& out, int timeout_ms) override;
+    // "CalibProfile" (index), "KelvinPerCount", "HousingTemperature" (degC).
+    bool readFeature(int camera_index, const std::string& name, double& value) override;
+    // "CalibProfile": switch, and wait until the camera has (seconds).
+    bool setFeature(int camera_index, const std::string& name, const std::string& value) override;
+    // Disconnect and connect again; waits until it is back or gives up.
+    bool resetCamera(int camera_index) override;
+
+    // The counts' scale the profiles are documented to have (TarisIR mini):
+    // 0.01 K for profile 0, 0.02 K for profile 1; 0 for any other.
+    static double expectedKelvinPerCount(int calib_profile);
+
+    // Does /proc/self/status grant CAP_NET_RAW?
+    static bool processHasNetRaw();
+
+private:
+    struct Impl;
+    std::unique_ptr<Impl> impl_;
+};
+
+}  // namespace fgc

include/fgc/ThermalGuard.h

@@ -0,0 +1,196 @@
+#pragma once
+
+#include <deque>
+#include <string>
+#include <utility>
+#include <vector>
+
+namespace fgc {
+
+// Watching the tower computer's CPU heat and load, and pacing the scan to it.
+//
+// In summer the sun and the gimbal heat the LattePanda until its CPU slows itself
+// down (throttles). Saving a 12-bit picture costs ~1.4 CPU-seconds, so a slowed
+// CPU may stop keeping up. The scan already holds while saving is behind
+// (CaptureScheduler::setSaveGate), so nothing piles up in memory - but a computer
+// held at its limit stays hot, and starves the modem and the control loop with it.
+// So the guard backs off before that:
+//
+//   Normal  - full pace.
+//   Slowed  - pictures further apart: slow_factor times the interval, or more
+//             when saving needs it - 1.5 x the measured save time per worker, so
+//             the saver keeps some headroom instead of running flat out. Entered
+//             when the CPU is at slow_c or more, when it is throttling, or when
+//             saving is the bottleneck: the scan spent held_share_pct of the last
+//             minute waiting for it, or held_slow_s in one go. Back to Normal once
+//             all of that has been clear for calm_s.
+//   Paused  - no new pictures: the gimbal parks where it is and the camera stream
+//             stops, so the CPU all but idles. Entered when the CPU has stayed at
+//             pause_c or more for pause_after_s, or saving is still the
+//             bottleneck held_pause_s after slowing down (or kept the scan waiting
+//             held_pause_s in one go). Resumes (to Slowed) after min_pause_s, once
+//             the CPU is at resume_c or below and nothing is waiting to be saved.
+//
+// Why a share and not only one long wait: a CPU that saves a picture in 4.6 s
+// against a 2 s interval never makes the scan wait long - the save gate lets it
+// on after 2-3 s each time - yet it runs pegged for as long as the scan does
+// (measured on the desk with a CPU quota, docs/thermal-throttling.md).
+//
+// It never stops the program and never changes the operating mode: auto stays
+// auto, so the scan picks up by itself once the computer has cooled. Picture
+// quality is never touched - only the pace.
+//
+// Pure: fed one reading at a time with its own clock, no I/O, so every rule here
+// is unit-tested (test_thermalguard.cpp). Application samples the host every
+// sample_ms and logs what update() returns.
+
+struct ThermalParams {
+    bool   enabled       = true;
+    std::string sysfs_root = "/";   // fake /sys + /proc tree for a simulation
+    int    sample_ms     = 2000;
+    double slow_c        = 85.0;
+    double pause_c       = 92.0;
+    double resume_c      = 75.0;
+    double hysteresis_c  = 5.0;    // Slowed -> Normal needs slow_c - this
+    int    pause_after_s = 20;
+    int    calm_s        = 120;
+    int    min_pause_s   = 300;
+    int    held_slow_s   = 30;
+    int    held_pause_s  = 120;
+    double held_share_pct = 25.0;  // of the last minute spent waiting for saving
+    double slow_factor   = 2.0;
+    // Throttling is also inferred from the clock (see ThrottleWatch): below this
+    // share of the chip's top clock while at least this busy.
+    double clock_low_pct = 50.0;
+    double busy_high_pct = 50.0;
+};
+
+// One sample of the host. Each part has its own ok flag: a reading that is
+// missing is left out of the rules, never taken as zero.
+struct HostReading {
+    long long   now_ms = 0;
+    bool        temp_ok = false;
+    double      cpu_c = 0.0;
+    std::string zone;              // hottest thermal zone's name
+    bool        clock_ok = false;
+    double      mhz = 0.0;         // mean over the cores
+    double      hw_max_mhz = 0.0;  // the chip's top clock
+    bool        count_ok = false;
+    long long   throttle_count = 0;   // kernel thermal_throttle counters, summed
+    double      busy_pct = -1.0;      // since the last sample; -1 = unknown
+    bool        held_for_save = false;   // the scan is waiting for saving
+    long long   held_total_ms = 0;       // all the time it has waited so far (only rises)
+    int         save_pending = 0;        // frames waiting or being saved
+    // For the slowed pace: what the scan is configured to, and what saving takes.
+    double      base_interval_ms = 0.0;  // 0 = unknown
+    double      save_ms_mean = 0.0;      // last minute; 0 = unknown
+    int         save_workers = 1;
+};
+
+enum class GuardLevel { Info, Warn };
+using GuardLog = std::pair<GuardLevel, std::string>;
+
+// "93 °C", "1.2 GHz" - for log lines and the UI.
+std::string celsiusText(double c);
+std::string ghzText(double mhz);
+
+// Is the CPU slowing itself down? Two signs:
+//   - the kernel's thermal_throttle counters rose since the last sample (heat);
+//   - the clock is below clock_low_pct of the chip's top clock while the CPU is
+//     at least busy_high_pct busy. This catches the power-limit slow-downs the
+//     counters never count, and a clock capped for a simulation (cap-cpu.sh).
+// Logs one line when it starts, at most one summary a minute while it lasts,
+// and one when it has been clear for a minute.
+class ThrottleWatch {
+public:
+    explicit ThrottleWatch(const ThermalParams& p = {}) : p_(p) {}
+    void setParams(const ThermalParams& p) { p_ = p; }
+
+    void update(const HostReading& r, std::vector<GuardLog>& log);
+
+    bool      throttling() const { return throttling_; }
+    // Samples that showed throttling in the last minute, and counter rises since start.
+    int       samplesLastMinute() const { return static_cast<int>(recent_.size()); }
+    long long eventsTotal() const { return events_total_; }
+    long long eventsLastMinute() const;
+    // "counters" / "clock" / "counters and clock" - what said so last time.
+    const std::string& cause() const { return cause_; }
+
+private:
+    ThermalParams p_;
+    bool      have_count_ = false;
+    long long last_count_ = 0;
+    long long events_total_ = 0;
+    // (time, counter rise) of each sample that showed throttling, last 60 s.
+    std::deque<std::pair<long long, long long>> recent_;
+    bool      throttling_ = false;
+    long long last_seen_ms_ = 0;      // last sample that showed throttling
+    long long last_summary_ms_ = 0;
+    int       low_clock_run_ = 0;     // consecutive samples with a low, busy clock
+    std::string cause_;
+};
+
+enum class GuardState { Normal, Slowed, Paused };
+const char* guardStateName(GuardState s);   // "normal" / "slowed" / "paused"
+
+class ThermalGuard {
+public:
+    explicit ThermalGuard(const ThermalParams& p = {});
+
+    // One sample in, the log lines it produced out (throttling start/summary/end
+    // and state changes). Call every sample_ms.
+    std::vector<GuardLog> update(const HostReading& r);
+
+    // What the scan should do now.
+    GuardState  state() const { return state_; }
+    // 1 when Normal; when Slowed or Paused, slow_factor or what saving needs
+    // (see the top of this file), at most 10.
+    double      intervalScale() const { return state_ == GuardState::Normal ? 1.0 : scale_; }
+    bool        pauseCapture() const { return state_ == GuardState::Paused; }
+    // Why it is not Normal, in plain words ("" when Normal).
+    const std::string& reason() const { return reason_; }
+
+    // `thermal resume`: back to Normal now, every timer restarted. The rules then
+    // apply afresh - a CPU still at pause_c pauses again after pause_after_s.
+    std::vector<GuardLog> forceResume(long long now_ms);
+    // `thermal off|on`: off = always Normal; the readings and the throttling log go on.
+    std::vector<GuardLog> setEnabled(bool on, long long now_ms);
+    bool enabled() const { return enabled_; }
+
+    const ThermalParams& params() const { return p_; }
+    const HostReading&   last() const { return last_; }
+    bool                 haveReading() const { return have_last_; }
+    const ThrottleWatch& throttle() const { return watch_; }
+    long long            heldForSaveMs() const;   // how long the scan has been waiting
+    long long            pausedForMs() const;
+    // Share of the last minute the scan spent waiting for saving, in %; -1 until
+    // there is half a minute of history to judge from.
+    double               heldSharePct() const;
+
+private:
+    void enter(GuardState s, const std::string& why, std::vector<GuardLog>& log);
+    void updateScale(const HostReading& r);
+    std::string paceText() const;   // "one picture every 4.0 s instead of 2.0"
+
+    ThermalParams p_;
+    ThrottleWatch watch_;
+    bool          enabled_ = true;
+    GuardState    state_ = GuardState::Normal;
+    std::string   reason_;
+    HostReading   last_;
+    bool          have_last_ = false;
+
+    long long hot_since_ms_   = -1;  // CPU at pause_c or more since (-1 = not)
+    long long held_since_ms_  = -1;  // the scan waiting for saving since (-1 = not)
+    long long calm_since_ms_  = -1;  // Slowed, with every reason clear, since (-1 = not)
+    long long paused_at_ms_   = 0;
+    long long slowed_at_ms_   = 0;
+    long long overload_since_ms_ = -1;   // Slowed, and saving still the bottleneck, since
+    // (time, held_total_ms) per sample over the last minute, for heldSharePct().
+    std::deque<std::pair<long long, long long>> held_hist_;
+    double    scale_ = 1.0;
+    double    last_save_ms_ = 0.0;   // the last save time seen (0 = none yet)
+    double    need_scale_ = 0.0;     // the scale saving needs; <= 1: the normal pace fits
+};
+
+}  // namespace fgc

include/fgc/ThermalStats.h

@@ -0,0 +1,45 @@
+#pragma once
+
+#include <cstddef>
+#include <cstdint>
+
+namespace fgc {
+
+// What a thermal camera reports about one frame besides its pixels. The pixels
+// themselves are counts (PixelLayout::Mono16): already calibrated apparent
+// temperature, T[K] = count * kelvin_per_count, with emissivity and path
+// transmission both taken as 1. The scale depends on the camera's active
+// calibration profile, so a count means nothing without `cal`.
+struct ThermalFrameInfo {
+    int       cal              = 0;      // active calibration profile index
+    double    kelvin_per_count = 0.01;   // K per count under that profile
+    uint16_t  valid_count_max  = 65280;  // above this the camera's LUT wraps
+    int       missed_packets   = 0;      // GigE packets the SDK lost for this frame
+    long long image_num        = -1;     // the camera's own frame counter
+};
+
+// The per-frame figures that go into a thermal CamEvent. Temperatures are the
+// apparent temperature in tenths of a degree Celsius; the hot spot is the
+// pixel centre, normalised 0..1 across the image as stored.
+struct ThermalStats {
+    bool     valid = false;      // false: no pixel in the valid range
+    size_t   valid_pixels = 0;
+    uint16_t max_count = 0;
+    uint16_t median_count = 0;
+    int      tmax_decic = 0;
+    int      tmed_decic = 0;
+    double   hotx = 0.0;
+    double   hoty = 0.0;
+};
+
+// Tenths of a degree Celsius for a count, rounded to nearest.
+int countsToDeciC(uint32_t count, double kelvin_per_count);
+
+// Maximum (its first occurrence, row-major), median and hot spot of a
+// width x height image of counts. Only counts in 1..info.valid_count_max take
+// part: 0 is what the camera sends before its first real frame, and anything
+// above the limit has wrapped.
+ThermalStats thermalStats(const uint16_t* counts, uint32_t width, uint32_t height,
+                          const ThermalFrameInfo& info);
+
+}  // namespace fgc

include/fgc/mock/MockCameraSource.h

@@ -5,6 +5,7 @@
 
 #include <algorithm>
 #include <chrono>
+#include <cstring>
 #include <map>
 #include <string>
 #include <thread>
@@ -13,8 +14,10 @@ namespace fgc {
 
 // Synthetic camera for development without hardware. On trigger() it generates
 // a small gradient frame (varying with time so successive captures differ) and
-// delivers it to the frame callback - as RGB8 by default, or as the raw mosaic
+// delivers it to the frame callback - as RGB8 by default, as the raw mosaic
-// (BayerRG8, BayerRG12p) a raw-capture profile would deliver. setProfile() only
+// (BayerRG8, BayerRG12p) a raw-capture profile would deliver, or as a thermal
+// camera's counts (Mono16: a 15..25 degC gradient with one 300 degC spot that
+// moves with time, profile 0). setProfile() only
 // records the profile name - there is no sensor to configure - which is enough
 // to exercise profile switching end to end with --mock-camera.
 class MockCameraSource : public ICameraSource {
@@ -54,6 +57,11 @@ public:
     }
     bool readFeature(int camera_index, const std::string& name, double& value) override {
         if (camera_index < 0 || camera_index >= count_) return false;
+        if (layout_ == PixelLayout::Mono16) {   // a thermal camera, like TarisCameraSource
+            if (name == "CalibProfile")   { value = 0.0;  return true; }
+            if (name == "KelvinPerCount") { value = 0.01; return true; }
+            return false;
+        }
         if (name == "IntensityControllerTarget")    { value = 50.0;    return true; }
         if (name == "IntensityControllerTolerance") { value = 5.0;     return true; }
         if (name == "ExposureAutoMin")              { value = 82.0;    return true; }
@@ -95,6 +103,7 @@ public:
     bool featureRange(int camera_index, const std::string& name, double& min,
                       double& max) override {
         if (camera_index < 0 || camera_index >= count_) return false;
+        if (layout_ == PixelLayout::Mono16) return false;   // a thermal camera: no exposure
         if (name == "ExposureTime") { min = 66.357; max = 9999971.0; return true; }
         if (name == "Gain")         { min = 0.0;    max = 48.0;      return true; }
         if (name == "BlackLevel")   { min = 0.0;    max = 4095.0;    return true; }
@@ -137,6 +146,7 @@ private:
     // A mid-grey gradient frame. The pattern varies with time so successive
     // captures differ.
     Frame synth() const {
+        if (layout_ == PixelLayout::Mono16) return thermal();
         Frame f;
         f.width    = width_;
         f.height   = height_;
@@ -182,6 +192,31 @@ private:
         return f;
     }
 
+    // A thermal scene in counts at 0.01 K per count.
+    Frame thermal() const {
+        Frame f;
+        f.width    = width_;
+        f.height   = height_;
+        f.channels = 1;
+        f.layout   = PixelLayout::Mono16;
+        f.cam_id   = 0;
+        f.timestamp_ms = std::chrono::duration_cast<std::chrono::milliseconds>(
+                             std::chrono::system_clock::now().time_since_epoch())
+                             .count();
+        std::vector<uint16_t> px(static_cast<size_t>(width_) * height_);
+        for (uint32_t y = 0; y < height_; ++y)
+            for (uint32_t x = 0; x < width_; ++x)   // 288.15 K at the top .. 298.15 K
+                px[static_cast<size_t>(y) * width_ + x] =
+                    static_cast<uint16_t>(28815 + 1000 * y / std::max<uint32_t>(1, height_ - 1));
+        const uint32_t hx = static_cast<uint32_t>(f.timestamp_ms / 100) % width_;
+        px[static_cast<size_t>(height_ / 2) * width_ + hx] = 57315;   // 300 degC
+        f.data.resize(px.size() * 2);
+        std::memcpy(f.data.data(), px.data(), f.data.size());
+        f.brightness = sampleBrightness(f.data.data(), f.data.size(), f.layout, f.width, f.height);
+        f.thermal    = ThermalFrameInfo{};
+        return f;
+    }
+
     // The RGB frame as the sensor would see it: each pixel keeps only the colour
     // of its filter (BayerRG: R G / G B), 8-bit or packed 12-bit.
     Frame mosaic(const Frame& rgb) const {

include/fgc/mock/NullControlChannel.h

@@ -33,11 +33,17 @@ public:
         drop(kTopicStatusCode, payload);
     }
     void publishCamEvent(const CamEvent& e) override {
-        LOG_TRACE_CAT(LogCat::Mqtt) << "PUB CamEvent cam=" << e.camera
+        const std::string payload = camEventJson(e);
-                                    << " hdg=" << e.heading_decideg << " t=" << e.timestamp_ms
+        LOG_TRACE_CAT(LogCat::Mqtt) << "PUB CamEvent " << payload << " (null channel)";
-                                    << " (null channel)";
+        drop(kTopicCamEvent, payload);
-        drop(kTopicCamEvent, camEventJson(e));
     }
+    void publishHealth(const HealthReport& h) override {
+        ++health_published_;
+        last_health_ = h;
+        drop(kTopicHealth, healthJson(h));
+    }
+    int                 healthPublished() const { return health_published_; }
+    const HealthReport& lastHealth() const { return last_health_; }
 
     // Commands: none arrive by themselves; inject() stands in for the broker,
     // so --no-mqtt runs and tests can drive the remote-command path.
@@ -71,6 +77,8 @@ private:
     ChannelHistory history_;
     std::vector<RemoteCommand> pending_;
     std::vector<CommandReply>  replies_;
+    int                        health_published_ = 0;
+    HealthReport               last_health_;
 };
 
 }  // namespace fgc

include/fgc/ui/UiSnapshot.h

@@ -81,15 +81,20 @@ struct SensorGroup {
 
 // The Sensors panel, split by source so it is clear which parameters come from
 // which device. Each group is filled with pending placeholders until its driver
-// lands. NOTE: the only temperature here is the env sensor's *ambient* one — the
+// lands. NOTE: two temperatures show here, kept apart by their labels: the env
+// sensor's *ambient* "Temp" and the computer's own "CPU temp" (host group). The
 // MTi's *internal* device temperature is diagnostic detail and lives solely in
-// the expanded view (ImuView::temp_c), so the compact panel never shows two
+// the expanded view (ImuView::temp_c). The env group's title/backing sensor is
-// temperatures the operator has to tell apart. The env group's title/backing
+// swappable (currently SHT41 over I2C; see IEnvSensor) without touching this
-// sensor is swappable (currently SHT41 over I2C; see IEnvSensor) without
+// struct.
-// touching this struct.
 struct SensorsView {
     SensorGroup imu;   // Xsens MTi: Roll/Pitch/Yaw
     SensorGroup env;   // ambient temperature + humidity (SHT41)
+    SensorGroup host;  // the LattePanda's CPU: temperature, clock, load, throttling
+    // The CPU is hot, slowing itself, or the scan is slowed/paused for it: the
+    // badge text ("HOT" / "SLOWED" / "PAUSED"), "" for none, and how loud.
+    std::string cpu_badge;
+    bool        cpu_badge_red = false;
 
     // The MTi is not streaming what the host configured (the detail is in
     // ImuConfigView::problems). Flagged on the compact panel too, because the
@@ -139,6 +144,7 @@ struct CameraDeviceView {
     unsigned    width = 0, height = 0;   long long payload_bytes = 0;
     double      exposure_us = 0, gain_db = 0, temperature_c = 0, actual_fps = 0;
     long long   frames_delivered = 0, frames_dropped = 0, restarts = 0;
+    std::string offline;                 // why it delivers nothing; empty while it does
 };
 
 struct CaptureView {
@@ -167,6 +173,15 @@ struct CaptureView {
     double                   last_heading_deg = 0.0;
     double                   last_pitch_deg   = 0.0;
     long long                last_ts_ms       = 0;
+
+    // Last thermal picture (ImagePipeline::lastThermalEvent()): its apparent
+    // temperatures, so a hot spot shows on the dashboard without the archive.
+    bool                     has_thermal      = false;
+    int                      thermal_cal      = 0;
+    bool                     thermal_stats_ok = false;
+    double                   thermal_max_c    = 0.0;
+    double                   thermal_med_c    = 0.0;
+    long long                thermal_ts_ms    = 0;
 };
 
 struct ConnView {
@@ -277,6 +292,40 @@ struct EnvView {
     bool        fan_stalled = false;   // driven, but the tach reads nothing
 };
 
+// The tower computer's CPU and the guard pacing the scan to it (ThermalGuard),
+// for the expanded Sensors view. Filled from the guard's last sample - the UI
+// never reads /sys itself.
+struct HostView {
+    bool        present = false;       // at least one sample taken
+    bool        temp_ok = false;
+    double      cpu_c = 0.0;
+    std::string zone;                  // hottest thermal zone, e.g. "x86_pkg_temp"
+    bool        clock_ok = false;
+    double      mean_mhz = 0.0;
+    std::vector<double> core_mhz;
+    double      hw_max_mhz = 0.0;      // what the chip can do
+    double      cap_mhz = 0.0;         // what it is allowed now (scaling_max_freq)
+    double      busy_pct = -1.0;       // -1 = unknown
+    double      load1 = 0.0, load5 = 0.0, load15 = 0.0;
+    int         cpus = 0;
+    bool        throttling = false;
+    std::string throttle_cause;        // "counters" / "clock" / "counters and clock"
+    bool        counters_ok = false;   // the kernel counts throttling on this host
+    long long   throttle_total = 0;    // counter rises since start
+    long long   throttle_last_min = 0;
+    // The guard.
+    bool        guard_on = true;
+    std::string state = "normal";      // normal / slowed / paused
+    std::string reason;
+    double      slow_c = 0.0, pause_c = 0.0, resume_c = 0.0;
+    double      interval_s = 0.0;      // between pictures now
+    long long   held_s = 0;            // the scan waiting for saving
+    long long   paused_s = 0;
+    // Saving, over the last minute.
+    int         save_count = 0;
+    double      save_mean_ms = 0.0, save_max_ms = 0.0;
+};
+
 // Status of the currently-running special operation (calibration, diagnostics,
 // homing, capture) plus the last completed result, for the activity strip below
 // the log. The result block persists until replaced so it never scrolls away.
@@ -359,6 +408,7 @@ struct UiSnapshot {
     DumpView             dump;
     ImuView              imu;
     EnvView              env;
+    HostView             host;
     ActivityView         activity;
     CalibResultView      calib;
     DiagResultView       diag;

main.cpp

@@ -50,6 +50,9 @@ int main(int argc, char* argv[]) {
          "or one beside config.ini)")
         ("no-mqtt", po::bool_switch(), "disable MQTT (use a null control channel)")
         ("mock-camera", po::bool_switch(), "use a simulated camera (no hardware)")
+        ("mock-camera-full", po::bool_switch(),
+         "simulated camera with the real camera's 5328x3040 12-bit frames, so saving loads "
+         "the CPU as on a tower (implies --mock-camera)")
         ("mock-serial", po::bool_switch(), "use a simulated motor controller (no hardware)")
         ("mock-env", po::bool_switch(),
          "use a simulated ambient temp/humidity sensor (implies enable_env)")
@@ -222,6 +225,10 @@ int main(int argc, char* argv[]) {
     RuntimeOptions opts;
     if (vm["no-mqtt"].as<bool>())     opts.use_mqtt    = false;
     if (vm["mock-camera"].as<bool>()) opts.mock_camera = true;
+    if (vm["mock-camera-full"].as<bool>()) {
+        opts.mock_camera      = true;
+        opts.mock_camera_full = true;
+    }
     if (vm["mock-serial"].as<bool>()) opts.mock_serial = true;
     if (vm["mock-env"].as<bool>())    opts.mock_env    = true;
     opts.degraded = vm["degraded"].as<bool>();

scripts/export_camera_profile.py

@@ -120,6 +120,102 @@ RECIPES = {
     ],
 }
 
+# The older GigE cameras (Manta G-1236 on rietschen, firmware 00.01.54) name
+# things differently - ExposureTimeAbs, AcquisitionFrameRateAbs, ExposureAutoTarget
+# - and have no IntensityController, no DeviceLinkThroughputLimit and no 12-bit
+# packed Bayer the program reads. Measured on rietschen's NIR camera, 2026-10-20.
+# The link is shared: the camera free-runs as fast as StreamBytesPerSecond lets
+# it (41 MB/s gave 3.2 fps at 12.4 MB a frame), and the cameras of one tower sit
+# on one GbE port (~124 MB/s), so each gets half of it - room for RGB and NIR.
+# PixelFormat takes the first the camera offers: raw Bayer on the colour camera,
+# de-Bayered on the tower and a third of RGB8 on the wire; Mono8 on a mono one.
+# The packet size is left alone: it has to fit the port's MTU, which is the
+# tower's network setup, not the camera's.
+_GIGE_COMMON = [
+    ("TriggerSelector",            "FrameStart"),
+    ("TriggerMode",                "Off"),
+    ("AcquisitionMode",            "Continuous"),
+    ("BinningVertical",            1),
+    ("BinningHorizontal",          1),
+    ("OffsetX",                    0),
+    ("OffsetY",                    0),
+    ("Width",                      100000),
+    ("Height",                     100000),
+    # 12 bits where the camera has them in the GigE packing the program reads
+    # (rietschen's RGB camera, chosen there 2026-10-26: 18.6 MB, 3.1 fps at
+    # 60 MB/s); 8 bits otherwise. The mono cameras' Mono12Packed is not read.
+    ("PixelFormat",                ("BayerRG12Packed", "BayerRG8", "Mono8")),
+    ("StreamBytesPerSecond",       60000000),
+    # Free-running, a Manta still runs at AcquisitionFrameRateAbs, not at its
+    # limit: rietschen's RGB camera came with 0.955 and delivered 5 frames in
+    # 5.2 s. A short fixed exposure first, so the rate is not capped by the
+    # exposure the camera happens to hold, as in the Alvium recipe.
+    ("ExposureAuto",               "Off"),
+    ("ExposureTimeAbs",            1000.0),
+    ("AcquisitionFrameRateAbs",    1000.0),      # clamped to the camera's maximum
+    ("ChunkModeActive",            False),
+    # The keep rule waits for the frame mean to reach the camera's target, +- its
+    # tolerance, which it reads from the camera. The camera has to aim at the
+    # mean: the RGB camera came with FitRange (which fits the histogram, wherever
+    # the mean lands) and no waypoint settled (2026-10-21). 30 % rather than the
+    # Alvium's 50: at 50 the sky over the horizon burnt out at noon, where smoke
+    # would rise, and at 35 it was still too bright; the old program ran these
+    # cameras at 23-25.
+    ("ExposureAutoAlg",            "Mean"),
+    ("ExposureAutoAdjustTol",      5),
+    ("ExposureAutoTarget",         30),
+    ("ExposureAuto",               "Continuous"),
+    ("GainAuto",                   "Continuous"),
+]
+
+GIGE_RECIPES = {
+    "standard": _GIGE_COMMON + [
+        ("ExposureAutoMax",            20000),
+        # Rietschen's RGB camera sat at 200-600 us at noon: a floor of 200 left it
+        # no room to darken a bright view, and without chunk data the host cannot
+        # tell a camera at its limit from one still settling. The Manta goes to 16.
+        ("ExposureAutoMin",            20),
+        ("GainAutoMax",                24.0),
+    ],
+    "night": _GIGE_COMMON + [
+        ("ExposureAutoMax",            500000),
+        ("ExposureAutoMin",            1000),
+        ("GainAutoMax",                48.0),     # clamped to the camera's 40
+    ],
+}
+
+
+def has_feature(cam, name):
+    try:
+        cam.get_feature_by_name(name)
+        return True
+    except Exception:
+        return False
+
+
+def recipe_family(cam):
+    """'gige' for a camera that only knows the older names, else 'alvium'."""
+    if not has_feature(cam, "ExposureTime") and has_feature(cam, "ExposureTimeAbs"):
+        return "gige"
+    return "alvium"
+
+
+def resolve_value(feat, value):
+    """The value to write to this feature; None if a choice list has no match.
+
+    A tuple is a list of choices for an enum: the first one the camera offers.
+    An integer feature takes no float, even a whole one (ExposureAutoMin is Int
+    on the Manta and Float on the Alvium)."""
+    if isinstance(value, tuple):
+        try:
+            offered = {str(e) for e in feat.get_available_entries()}
+        except Exception:
+            offered = set()
+        return next((v for v in value if v in offered), None)
+    if isinstance(feat, vmbpy.IntFeature) and isinstance(value, float):
+        return int(round(value))
+    return value
+
 
 def apply_feature(cam, name, value, dry_run):
     try:
@@ -131,6 +227,10 @@ def apply_feature(cam, name, value, dry_run):
     except Exception:
         before = None
 
+    value = resolve_value(feat, value)
+    if value is None:
+        return ("refused", name, before, "none of the choices is offered")
+
     # Clamp a numeric value the camera cannot reach, rather than letting the
     # write fail and leaving whatever was there before. Without this, exporting
     # 'standard' right after 'night' wrote a standard profile running at the
@@ -168,6 +268,8 @@ def main():
                         "fire_gimbal_control", "camera_profiles", "rgb"),
                     help="directory to write <profile>.xml into")
     ap.add_argument("--camera", default=None, help="camera id (default: the first real one)")
+    ap.add_argument("--family", default="auto", choices=("auto", "alvium", "gige"),
+                    help="which recipe set (default: from the features the camera has)")
     ap.add_argument("--dry-run", action="store_true")
     args = ap.parse_args()
 
@@ -191,10 +293,12 @@ def main():
         cam = cams[0]
 
         with cam:
+            family = recipe_family(cam) if args.family == "auto" else args.family
+            recipe = (GIGE_RECIPES if family == "gige" else RECIPES)[args.profile]
             print(f"camera  : {cam.get_id()}  {cam.get_model()}")
-            print(f"profile : {args.profile}{'  (dry run)' if args.dry_run else ''}")
+            print(f"profile : {args.profile} ({family} recipe){'  (dry run)' if args.dry_run else ''}")
             refused = []
-            for name, value in RECIPES[args.profile]:
+            for name, value in recipe:
                 state, n, before, after = apply_feature(cam, name, value, args.dry_run)
                 mark = {"set": "  ", "would-set": " ?", "missing": " !", "refused": " X",
                         "clamped": " ~", "would-clamp": " ~"}[state]
@@ -205,13 +309,14 @@ def main():
                     refused.append(n)
 
             # What the settings actually cost per frame - the number that decides
-            # whether this profile can be delivered over USB at all.
+            # whether this profile can be delivered over the link at all.
             try:
                 w = cam.get_feature_by_name("Width").get()
                 h = cam.get_feature_by_name("Height").get()
                 fmt = cam.get_feature_by_name("PixelFormat").get()
                 bpp = {"RGB8": 3, "BGR8": 3, "BayerRG12p": 1.5, "BayerRG12": 2}.get(str(fmt), 1)
-                rate = cam.get_feature_by_name("AcquisitionFrameRate").get()
+                rate_name = "AcquisitionFrameRateAbs" if family == "gige" else "AcquisitionFrameRate"
+                rate = cam.get_feature_by_name(rate_name).get()
                 mb = w * h * bpp / 1e6
                 print(f"\nresult  : {w}x{h} {fmt}  {mb:.1f} MB/frame  "
                       f"{rate:.2f} fps  = {mb * rate:.0f} MB/s")

scripts/fgc-setcap

@@ -0,0 +1,82 @@
+#!/usr/bin/env bash
+# Give fire_gimbal_control the one privilege the thermal camera needs.
+#
+# The InfraTec SDK talks to the TarisIR over a raw AF_PACKET socket, which
+# takes CAP_NET_RAW. Rather than running the whole program - motors, MQTT
+# remote control and all - as root, the binary gets that one capability and
+# keeps running as the tower's user. A rebuild replaces the binary and with it
+# the capability, so deploy.sh and install-tower run this after every build.
+#
+#   scripts/fgc-setcap                    set it (asks for the sudo password)
+#   scripts/fgc-setcap --if-thermal       ... only if a [Camera.*] has driver = taris;
+#                                         never fails, says what is missing
+#   scripts/fgc-setcap --check            exit 0 if the binary has it
+#   scripts/fgc-setcap --install-sudoers  allow exactly this setcap without a
+#                                         password, so deploy.sh can run it
+#
+# A binary with file capabilities runs in the loader's secure mode: LD_* is
+# ignored and no core dumps are written. So the SDK (/usr/lib/infratec, in the
+# ld cache) and Vimba X must be found without LD_LIBRARY_PATH - see
+# docs/tower-installation.md, "Thermal camera", for the check.
+set -euo pipefail
+
+REPO=$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)
+BIN="$REPO/build/fire_gimbal_control"
+CAPS="cap_net_raw+ep"
+SETCAP=/usr/sbin/setcap   # fixed: the sudoers rule names this exact path
+[[ -x $SETCAP ]] || SETCAP=$(command -v setcap 2>/dev/null || echo /usr/sbin/setcap)
+SUDOERS=/etc/sudoers.d/fire-gimbal-control-setcap
+HW=/etc/fire_gimbal_control/hardware.ini
+
+thermal_configured() {
+    local f cfg
+    cfg=$("$REPO/scripts/tower-config" where 2>/dev/null || true)
+    for f in "$cfg" "$REPO/config.ini" "$HW"; do
+        [[ -r $f ]] && grep -Eqi '^[[:space:]]*driver[[:space:]]*=[[:space:]]*taris' "$f" && return 0
+    done
+    return 1
+}
+
+has_cap() { command -v getcap > /dev/null && getcap "$BIN" 2>/dev/null | grep -q cap_net_raw; }
+
+set_cap() {
+    [[ -x $BIN ]] || { echo "fgc-setcap: $BIN not built yet" >&2; return 1; }
+    if sudo -n "$SETCAP" "$CAPS" "$BIN" 2>/dev/null; then :
+    elif [[ -t 0 ]]; then sudo "$SETCAP" "$CAPS" "$BIN"
+    else return 1
+    fi
+    has_cap
+}
+
+case "${1:-}" in
+    --check)
+        has_cap
+        ;;
+    --install-sudoers)
+        rule="$(id -un) ALL=(root) NOPASSWD: $SETCAP $CAPS $BIN"
+        tmp=$(mktemp)
+        trap 'rm -f "$tmp"' EXIT
+        printf '# fire_gimbal_control: the thermal camera needs cap_net_raw after every build\n%s\n' \
+            "$rule" > "$tmp"
+        /usr/sbin/visudo -cf "$tmp" > /dev/null || { echo "fgc-setcap: rule rejected by visudo" >&2; exit 1; }
+        sudo install -m 0440 -o root -g root "$tmp" "$SUDOERS"
+        echo "wrote $SUDOERS: $rule"
+        ;;
+    --if-thermal)
+        thermal_configured || exit 0
+        if set_cap; then
+            echo "fgc-setcap: $BIN may open raw sockets (thermal camera)"
+        else
+            echo "!! fgc-setcap: could not give $BIN $CAPS - the thermal camera stays offline." >&2
+            echo "!!   Once on the tower: scripts/fgc-setcap --install-sudoers   (or run scripts/fgc-setcap)" >&2
+        fi
+        exit 0
+        ;;
+    "")
+        set_cap && echo "fgc-setcap: $BIN may open raw sockets"
+        ;;
+    *)
+        sed -n '2,20p' "$0" >&2
+        exit 2
+        ;;
+esac

scripts/install-tower

@@ -334,22 +334,35 @@ set -euo pipefail
 
 S_MCU="$(probe_mcu)"
 S_MCU_N=$(grep -c . <<< "$S_MCU" || true)
-# Another program on the motor MCU's port - a legacy tower's old program, started
+# Another program on the motor MCU's port - a legacy tower's old program - would
-# by start_gimbal.service - would fight this one for it, and the flash would
+# fight this one for it, and the flash would fail half-way. Our own program is
-# fail half-way. Our own program is fine: it is stopped before anything needs
+# fine: it is stopped before anything needs the port. The old program is started
-# the port.
+# differently from tower to tower: start_gimbal.service from
+# ~/scripts/startup_gimbal.sh, which also runs the picture transfer, on
+# staeffelsberg; gimbal_control.service on its own on rietschen.
 if (( S_MCU_N == 1 )) && [[ -e $S_MCU ]]; then
     for pid in $(fuser "$(readlink -f "$S_MCU")" 2>/dev/null); do
         args="$(ps -o args= -p "$pid" 2>/dev/null)"
         [[ $args == */fire_gimbal_control* ]] && continue
-        die "the motor MCU's port is held by another program: pid $pid ($args).
+        unit="$(ps -o unit= -p "$pid" 2>/dev/null | tr -d ' ')"
-Stop it for good before installing. On a legacy tower it is started by
+        if [[ $unit == start_gimbal.service ]]; then
-start_gimbal.service from ~/scripts/startup_gimbal.sh, which also runs the picture
+            how="It is started by start_gimbal.service from ~/scripts/startup_gimbal.sh, which
-transfer: comment out the old program's line there, keep the transfer, then
+also runs the picture transfer: comment out the old program's line there, keep the
+transfer, then
   sudo systemctl restart start_gimbal"
+        elif [[ $unit == *.service ]]; then
+            how="It is started by $unit:
+  sudo systemctl disable --now $unit"
+        else
+            how="Find what starts it (systemctl status $pid) and stop that."
+        fi
+        die "the motor MCU's port is held by another program: pid $pid ($args).
+Stop it for good before installing. $how"
     done
 fi
 S_CAM="$(probe_camera_id)"
+S_CAM_N=$(grep -c . <<< "$S_CAM" || true)
+S_CAM_SHOWN="$(paste -sd ' ' <<< "$S_CAM")"
 S_LPM="$(probe_camera_lpm_path)"
 S_USBFS="$(cat /sys/module/usbcore/parameters/usbfs_memory_mb 2>/dev/null || echo '?')"
 S_PIO="$(pio_path || true)"
@@ -377,7 +390,7 @@ board            : $S_BOARD  (kit hardware/$S_BOARD, firmware env $KIT_FW_ENV)
 software / fw    : $S_SW_REV / $S_FW_REV
 motor MCU        : ${S_MCU:-NOT FOUND}  [$S_MODE]
 running firmware : ${S_FW_NOW:-unknown}
-camera           : ${S_CAM:-not found}${S_LPM:+  (LPM $(cat "$S_LPM") at $S_LPM)}
+camera           : ${S_CAM_SHOWN:-not found}${S_LPM:+  (LPM $(cat "$S_LPM") at $S_LPM)}
 usbfs_memory_mb  : $S_USBFS
 hardware.ini     : $([[ -r $HW ]] && echo "present, $(hw_todos | grep -c . || true) TODO(s)" || echo absent)
 config.ini       : $([[ -r $CFG ]] && echo "$CFG, tower_name $(ini_get "$CFG" General tower_name 2>/dev/null || echo '?'), [Startup] home $(ini_get "$CFG" Startup home 2>/dev/null || echo unset), mode $(ini_get "$CFG" Startup mode 2>/dev/null || echo unset)" || echo absent)
@@ -604,7 +617,11 @@ if [[ ! -r $HW ]]; then
         ask serial "No motor MCU found - its /dev/serial/by-id path"
         KIT_ARGS+=(--serial "$REPLY_VAL")
     fi
-    if [[ $CAMS_A != none && -z $S_CAM ]]; then
+    if [[ $CAMS_A != none ]] && (( S_CAM_N > 1 )); then
+        echo "Several cameras:"; nl -w2 -s') ' <<< "$S_CAM"
+        ask camera_id "Which is the colour camera (its DEV_ id)"
+        KIT_ARGS+=(--camera-id "$REPLY_VAL")
+    elif [[ $CAMS_A != none && -z $S_CAM ]]; then
         ask camera_id "Camera DEV_ id (none found; the SDK may need a reboot first)"
         KIT_ARGS+=(--camera-id "$REPLY_VAL")
     fi
@@ -1064,6 +1081,15 @@ if [[ ${DO[config.ini]} != skip ]]; then
     done_step config.ini
 fi
 
+# A thermal camera's SDK opens a raw socket: give the freshly built binary
+# cap_net_raw, and let later deploys do the same without a password. Does
+# nothing on a tower without one.
+"$REPO/scripts/fgc-setcap" --if-thermal
+if "$REPO/scripts/fgc-setcap" --check 2>/dev/null && [[ ! -f /etc/sudoers.d/fire-gimbal-control-setcap ]]; then
+    "$REPO/scripts/fgc-setcap" --install-sudoers ||
+        say "could not write the sudoers rule; deploy.sh will ask you to run scripts/fgc-setcap"
+fi
+
 if [[ ${DO[platformio]} == change ]]; then
     hr platformio
     curl -fsSL https://raw.githubusercontent.com/platformio/platformio-core-installer/master/get-platformio.py -o "$WORK/get-platformio.py"
@@ -1083,9 +1109,13 @@ if [[ ${DO[profiles]} == change ]]; then
              "$HOME/.venvs/vmbpy/bin/pip" install -q /opt/VimbaX/api/python/vmbpy-*.whl; }; }; then
         PROFDIR="$(prof_dir)"   # the config may have moved since the plan was made
         mkdir -p "$PROFDIR"
+        # The camera hardware.ini names, not the first one the SDK lists: on a
+        # tower with several (rietschen: three GigE) that is another camera.
+        cam_id="$(ini_get "$HW" Camera.rgb id 2>/dev/null || true)"
+        cam_arg=(); [[ $cam_id == DEV_* ]] && cam_arg=(--camera "$cam_id")
         for prof in "${PROF_MISSING[@]}"; do
             ( cd "$REPO" && GENICAM_GENTL64_PATH=/opt/VimbaX/cti "$HOME/.venvs/vmbpy/bin/python" \
-                  scripts/export_camera_profile.py --profile "$prof" --out "$PROFDIR" ) ||
+                  scripts/export_camera_profile.py --profile "$prof" --out "$PROFDIR" "${cam_arg[@]}" ) ||
                 warn "could not export the $prof profile; export it later (docs/tower-installation.md section 8)"
         done
         done_step profiles

src/camera/CompositeCameraSource.cpp

@@ -0,0 +1,189 @@
+#include "fgc/CompositeCameraSource.h"
+
+#include "fgc/Logger.h"
+
+#include <chrono>
+#include <stdexcept>
+
+namespace fgc {
+
+namespace {
+long long steadyMs() {
+    using namespace std::chrono;
+    return duration_cast<milliseconds>(steady_clock::now().time_since_epoch()).count();
+}
+}  // namespace
+
+CompositeCameraSource::CompositeCameraSource(std::vector<std::unique_ptr<ICameraSource>> children,
+                                             std::vector<int> counts, int follower_wait_ms)
+    : children_(std::move(children)), counts_(std::move(counts)),
+      follower_wait_ms_(follower_wait_ms) {
+    if (children_.empty()) throw std::invalid_argument("CompositeCameraSource needs a camera");
+    if (counts_.empty())
+        for (const auto& c : children_) counts_.push_back(c->cameraCount());
+    if (counts_.size() != children_.size())
+        throw std::invalid_argument("CompositeCameraSource: one camera count per source");
+    int next = 0;
+    for (int n : counts_) {
+        offsets_.push_back(next);
+        next += n;
+    }
+}
+
+ICameraSource* CompositeCameraSource::route(int camera_index, int& local) const {
+    for (size_t k = children_.size(); k-- > 0;) {
+        if (camera_index < offsets_[k]) continue;
+        local = camera_index - offsets_[k];
+        return local < counts_[k] ? children_[k].get() : nullptr;
+    }
+    return nullptr;
+}
+
+void CompositeCameraSource::open() {
+    // The leader failing stops the run, as a lone camera would. A follower
+    // failing does not: the scan goes on without its pictures.
+    children_[0]->open();
+    for (size_t k = 1; k < children_.size(); ++k) {
+        try {
+            children_[k]->open();
+        } catch (const std::exception& e) {
+            LOG_ERROR << "camera " << offsets_[k] << " did not open (" << e.what()
+                      << "); continuing without it";
+        }
+    }
+}
+
+void CompositeCameraSource::close() {
+    for (auto& c : children_) c->close();
+}
+
+void CompositeCameraSource::start() {
+    for (auto& c : children_) c->start();
+}
+
+void CompositeCameraSource::stop() {
+    for (auto& c : children_) c->stop();
+}
+
+bool CompositeCameraSource::trigger() {
+    bool followers_ready = true;
+    for (size_t k = 1; k < children_.size(); ++k) followers_ready &= children_[k]->frameReady();
+    if (!followers_ready) {
+        const long long now = steadyMs();
+        if (waiting_since_ == 0) waiting_since_ = now;
+        if (now - waiting_since_ < follower_wait_ms_) return false;   // asked again next tick
+        LOG_DEBUG << "camera: a follower had no fresh frame for " << now - waiting_since_
+                  << " ms; taking the picture without it";
+    }
+    waiting_since_ = 0;
+    const bool taken = children_[0]->trigger();
+    if (taken)
+        for (size_t k = 1; k < children_.size(); ++k) children_[k]->trigger();
+    return taken;
+}
+
+void CompositeCameraSource::moving() {
+    for (auto& c : children_) c->moving();
+}
+
+bool CompositeCameraSource::frameReady() {
+    for (auto& c : children_)
+        if (!c->frameReady()) return false;
+    return true;
+}
+
+void CompositeCameraSource::setFrameCallback(FrameCallback cb) {
+    callback_ = std::move(cb);
+    // The leader's frames pass through untouched (they can be 24 MB); its
+    // camera 0 is global camera 0, so not even the index changes.
+    children_[0]->setFrameCallback([this](const Frame& f) {
+        if (callback_) callback_(f);
+    });
+    for (size_t k = 1; k < children_.size(); ++k) {
+        const int offset = offsets_[k];
+        children_[k]->setFrameCallback([this, offset](const Frame& f) {
+            if (!callback_) return;
+            Frame g  = f;
+            g.cam_id = f.cam_id + offset;
+            callback_(g);
+        });
+    }
+}
+
+bool CompositeCameraSource::setProfile(int camera_index, const CameraProfile& profile) {
+    int  local = 0;
+    auto* c    = route(camera_index, local);
+    return c && c->setProfile(local, profile);
+}
+
+uint64_t CompositeCameraSource::frameSeq() { return children_[0]->frameSeq(); }
+
+std::vector<FrameStats> CompositeCameraSource::framesSince(uint64_t after) {
+    return children_[0]->framesSince(after);
+}
+
+bool CompositeCameraSource::readFeature(int camera_index, const std::string& name,
+                                        double& value) {
+    int  local = 0;
+    auto* c    = route(camera_index, local);
+    return c && c->readFeature(local, name, value);
+}
+
+// What the children have opened, so a camera missing from the bus shows as a
+// shortfall (HardwarePresence) - while the indices stay those configured.
+int CompositeCameraSource::cameraCount() const {
+    int n = 0;
+    for (const auto& c : children_) n += c->cameraCount();
+    return n;
+}
+
+std::vector<CameraDeviceInfo> CompositeCameraSource::deviceInfo() {
+    std::vector<CameraDeviceInfo> out;
+    for (auto& c : children_) {
+        auto d = c->deviceInfo();
+        out.insert(out.end(), d.begin(), d.end());
+    }
+    return out;
+}
+
+std::string CompositeCameraSource::offline(int camera_index) {
+    int  local = 0;
+    auto* c    = route(camera_index, local);
+    return c ? c->offline(local) : "no such camera";
+}
+
+bool CompositeCameraSource::grabFrame(int camera_index, Frame& out, int timeout_ms) {
+    int  local = 0;
+    auto* c    = route(camera_index, local);
+    if (!c || !c->grabFrame(local, out, timeout_ms)) return false;
+    out.cam_id = camera_index;
+    return true;
+}
+
+bool CompositeCameraSource::setFeature(int camera_index, const std::string& name,
+                                       const std::string& value) {
+    int  local = 0;
+    auto* c    = route(camera_index, local);
+    return c && c->setFeature(local, name, value);
+}
+
+bool CompositeCameraSource::featureRange(int camera_index, const std::string& name, double& min,
+                                         double& max) {
+    int  local = 0;
+    auto* c    = route(camera_index, local);
+    return c && c->featureRange(local, name, min, max);
+}
+
+bool CompositeCameraSource::restoreProfile(int camera_index) {
+    int  local = 0;
+    auto* c    = route(camera_index, local);
+    return c && c->restoreProfile(local);
+}
+
+bool CompositeCameraSource::resetCamera(int camera_index) {
+    int  local = 0;
+    auto* c    = route(camera_index, local);
+    return c && c->resetCamera(local);
+}
+
+}  // namespace fgc

src/camera/ImagePipeline.cpp

@@ -5,8 +5,13 @@
 #include "fgc/RawImage.h"
 
 #include <algorithm>
+#include <cerrno>
+#include <chrono>
 #include <filesystem>
 
+#include <sys/resource.h>
+#include <unistd.h>
+
 #include <opencv2/core.hpp>
 #include <opencv2/imgproc.hpp>
 
@@ -71,7 +76,54 @@ void ImagePipeline::submit(const Frame& frame) {
     cv_.notify_one();
 }
 
+static long long steadyMs() {
+    using namespace std::chrono;
+    return duration_cast<milliseconds>(steady_clock::now().time_since_epoch()).count();
+}
+
+void ImagePipeline::noteSaveTime(double ms) {
+    const long long now = steadyMs();
+    std::lock_guard<std::mutex> lock(timing_mutex_);
+    save_times_.emplace_back(now, ms);
+    while (!save_times_.empty() && now - save_times_.front().first > 60000) save_times_.pop_front();
+    if (timing_logged_ms_ == 0) timing_logged_ms_ = now;
+    if (now - timing_logged_ms_ < 60000) return;
+    timing_logged_ms_ = now;
+    double sum = 0.0, max = 0.0;
+    for (const auto& s : save_times_) {
+        sum += s.second;
+        max = std::max(max, s.second);
+    }
+    LOG_INFO << "saving: " << save_times_.size() << " picture"
+             << (save_times_.size() == 1 ? "" : "s") << " in the last minute, "
+             << static_cast<long>(sum / static_cast<double>(save_times_.size()) + 0.5)
+             << " ms each on average (longest " << static_cast<long>(max + 0.5) << " ms)";
+}
+
+ImagePipeline::SaveTiming ImagePipeline::saveTiming() const {
+    const long long now = steadyMs();
+    std::lock_guard<std::mutex> lock(timing_mutex_);
+    SaveTiming t;
+    double sum = 0.0;
+    for (const auto& s : save_times_) {
+        if (now - s.first > 60000) continue;
+        ++t.count;
+        sum += s.second;
+        t.max_ms = std::max(t.max_ms, s.second);
+    }
+    if (t.count > 0) t.mean_ms = sum / t.count;
+    return t;
+}
+
 void ImagePipeline::run() {
+    // Lower this worker's priority (Linux: nice is per thread, and the encoder's
+    // own threads inherit it). Best effort: a failure only costs the head start.
+    if (kWorkerNice != 0) {
+        errno = 0;
+        const int now = getpriority(PRIO_PROCESS, static_cast<id_t>(::gettid()));
+        if (errno == 0 && now < kWorkerNice)
+            setpriority(PRIO_PROCESS, static_cast<id_t>(::gettid()), kWorkerNice);
+    }
     while (running_) {
         QueuedFrame queued;
         {
@@ -121,7 +173,11 @@ void ImagePipeline::process(const QueuedFrame& queued) {
         return;
     }
     const fs::path file = dir / (std::to_string(frame.timestamp_ms) + ".jxl");
-    if (!save(frame, out, file.string())) return;
+    const auto t0 = std::chrono::steady_clock::now();
+    ThermalStats stats;
+    if (!save(frame, out, file.string(), &stats)) return;
+    noteSaveTime(std::chrono::duration<double, std::milli>(std::chrono::steady_clock::now() - t0)
+                     .count());
 
     // Sampled at submit(), not here: by this point the encode above has run and
     // the gimbal may already be slewing to the next waypoint.
@@ -132,10 +188,25 @@ void ImagePipeline::process(const QueuedFrame& queued) {
     ev.heading_decideg = static_cast<int>(o.yaw_deg * 10);
     ev.pitch_decideg   = static_cast<int>(o.pitch_deg * 10);
     ev.timestamp_ms    = frame.timestamp_ms;
+    if (frame.thermal) {
+        ThermalEventFields t;
+        t.cal        = frame.thermal->cal;
+        t.missed     = frame.thermal->missed_packets;
+        t.stats_ok   = stats.valid;
+        t.tmax_decic = stats.tmax_decic;
+        t.tmed_decic = stats.tmed_decic;
+        t.hotx       = stats.hotx;
+        t.hoty       = stats.hoty;
+        ev.thermal   = t;
+        if (!stats.valid)
+            LOG_WARN << "Thermal frame " << frame.timestamp_ms
+                     << " has no pixel in the valid range; saved, but without temperatures";
+    }
     channel_.publishCamEvent(ev);
     {
         std::lock_guard<std::mutex> lock(last_event_mutex_);
         last_event_ = ev;
+        if (ev.thermal) last_thermal_event_ = ev;
     }
 
     saved_.fetch_add(1);
@@ -143,21 +214,30 @@ void ImagePipeline::process(const QueuedFrame& queued) {
               << (known ? layoutName(frame.layout) : "legacy") << ')';
 }
 
-bool ImagePipeline::save(const Frame& frame, const CameraOutput& out, const std::string& file) {
+bool ImagePipeline::save(const Frame& frame, const CameraOutput& out, const std::string& file,
+                         ThermalStats* stats) {
     int  code   = 0;
     bool rotate = rotateCode(out.rotation_deg, code);
     const int h = static_cast<int>(frame.height), w = static_cast<int>(frame.width);
     auto* data  = const_cast<uint8_t*>(frame.data.data());
 
-    cv::Mat img;   // what gets encoded: 8-bit (CV_8U) or 12-bit values in CV_16U
+    cv::Mat img;   // what gets encoded: 8-bit (CV_8U), or 12- or 16-bit values in CV_16U
     int     bits = 8;
-    if (frame.layout == PixelLayout::BayerRG8 || frame.layout == PixelLayout::BayerRG12p) {
+    float   distance = static_cast<float>(out.jxl_distance);
+    if (frame.layout == PixelLayout::Mono16) {
+        // Thermal counts: every bit is measurement, so always lossless whatever
+        // the camera's jxl_distance says (the config loader refuses anything
+        // else for a thermal camera; this is the backstop).
+        img      = cv::Mat(h, w, CV_16UC1, data);
+        bits     = 16;
+        distance = 0.f;
+    } else if (layoutIsBayer(frame.layout)) {
         cv::Mat mosaic;
         if (frame.layout == PixelLayout::BayerRG8) {
             mosaic = cv::Mat(h, w, CV_8UC1, data);
         } else {
             mosaic.create(h, w, CV_16UC1);
-            unpack12p(frame.data.data(), reinterpret_cast<uint16_t*>(mosaic.data),
+            unpack12(frame.layout, frame.data.data(), reinterpret_cast<uint16_t*>(mosaic.data),
                      static_cast<size_t>(w) * h);
             bits = 12;
         }
@@ -176,9 +256,14 @@ bool ImagePipeline::save(const Frame& frame, const CameraOutput& out, const std:
     }
     if (!img.isContinuous()) img = img.clone();
 
+    // On the image as stored, so the hot spot's position matches the file.
+    if (stats && frame.thermal && frame.layout == PixelLayout::Mono16)
+        *stats = thermalStats(reinterpret_cast<const uint16_t*>(img.data),
+                              static_cast<uint32_t>(img.cols), static_cast<uint32_t>(img.rows),
+                              *frame.thermal);
+
     if (!JpegXlEncoder::encodeToFile(file, img.data, img.cols, img.rows, img.channels(), bits,
-                                     static_cast<float>(out.jxl_distance), out.jxl_effort,
+                                     distance, out.jxl_effort, params_.jxl_threads)) {
-                                     params_.jxl_threads)) {
         LOG_ERROR << "Failed to encode " << file;
         return false;
     }
@@ -190,4 +275,9 @@ std::optional<CamEvent> ImagePipeline::lastEvent() const {
     return last_event_;
 }
 
+std::optional<CamEvent> ImagePipeline::lastThermalEvent() const {
+    std::lock_guard<std::mutex> lock(last_event_mutex_);
+    return last_thermal_event_;
+}
+
 }  // namespace fgc

src/camera/IrbgrabApi.cpp

@@ -0,0 +1,61 @@
+#include "fgc/IrbgrabApi.h"
+
+#include <cstdio>
+#include <type_traits>
+
+#include <dlfcn.h>
+
+namespace fgc::irbgrab {
+
+std::shared_ptr<const Api> load(const std::string& library, std::string& error) {
+    // Never dlclose()d: the SDK starts threads and loads plugins of its own.
+    void* lib = dlopen(library.c_str(), RTLD_NOW | RTLD_GLOBAL);
+    if (!lib) {
+        const char* e = dlerror();
+        error = "cannot load " + library + ": " + (e ? e : "unknown error");
+        return nullptr;
+    }
+    auto api = std::make_shared<Api>();
+    bool missing = false;
+    auto sym = [&](auto& fn, const char* name) {
+        fn = reinterpret_cast<std::remove_reference_t<decltype(fn)>>(dlsym(lib, name));
+        if (!fn && !missing) {
+            missing = true;
+            error   = library + " has no " + name + " (not the IRBGRAB v4 SDK?)";
+        }
+    };
+    sym(api->dll_init, "irbgrab_dll_init");
+    sym(api->dll_uninit, "irbgrab_dll_uninit");
+    sym(api->dll_version, "irbgrab_dll_version");
+    sym(api->dll_devicetypenames, "irbgrab_dll_devicetypenames");
+    sym(api->dev_create, "irbgrab_dev_create");
+    sym(api->dev_free, "irbgrab_dev_free");
+    sym(api->dev_search, "irbgrab_dev_search");
+    sym(api->dev_connect, "irbgrab_dev_connect");
+    sym(api->dev_disconnect, "irbgrab_dev_disconnect");
+    sym(api->dev_startgrab, "irbgrab_dev_startgrab");
+    sym(api->dev_stopgrab, "irbgrab_dev_stopgrab");
+    sym(api->dev_getparam, "irbgrab_dev_getparam");
+    sym(api->dev_setparam, "irbgrab_dev_setparam");
+    sym(api->dev_getdata, "irbgrab_dev_getdata");
+    sym(api->mem_free, "irbgrab_mem_free");
+    sym(api->mem_getdimension, "irbgrab_mem_getdimension");
+    sym(api->mem_getdataptr, "irbgrab_mem_getdataptr");
+    sym(api->mem_getinfo, "irbgrab_mem_getinfo");
+    sym(api->mem_getdvlut, "irbgrab_mem_getdvlut");
+    if (missing) return nullptr;
+    return api;
+}
+
+std::string describe(Ret r) {
+    char b[16];
+    std::snprintf(b, sizeof(b), "0x%08X", static_cast<unsigned>(r));
+    std::string s = b;
+    if (r == kSuccess)              s += " (ok)";
+    else if (r == kErrNotSupported) s += " (not supported)";
+    else if (r == kErrNotFound)     s += " (not found)";
+    else if (r == kErrNucOrLicence) s += " (NUC in progress or invalid licence)";
+    return s;
+}
+
+}  // namespace fgc::irbgrab

src/camera/VimbaCameraSource.cpp

@@ -67,6 +67,8 @@ PixelLayout layoutOf(VmbPixelFormatType f) {
         case VmbPixelFormatRgb8:       return PixelLayout::RGB8;
         case VmbPixelFormatBayerRG8:   return PixelLayout::BayerRG8;
         case VmbPixelFormatBayerRG12p: return PixelLayout::BayerRG12p;
+        // The older GigE cameras' 12 bits (Manta): packed differently, see RawImage.h.
+        case VmbPixelFormatBayerRG12Packed: return PixelLayout::BayerRG12Packed;
         default:                       return PixelLayout::Unknown;
     }
 }
@@ -125,7 +127,7 @@ public:
                         warned_layout_ = true;
                         LOG_WARN << "camera cam" << cam_id_ << ": pixel format 0x" << std::hex
                                  << pf << std::dec << " is not one the program handles "
-                                 << "(Mono8, RGB8, BayerRG8, BayerRG12p)";
+                                 << "(Mono8, RGB8, BayerRG8, BayerRG12p, BayerRG12Packed)";
                     }
                 }
                 f.data.assign(buf, buf + bytes);
@@ -188,12 +190,37 @@ private:
     bool       has_ = false;
 };
 
+// The older GigE cameras (Manta G-1236 on rietschen, firmware 00.01.54) predate
+// the SFNC names the program uses and the Alvium answers to. Where a camera has
+// no feature by the program's name, it is looked up by the older one. The
+// IntensityController pair is the Alvium's auto-exposure target and tolerance;
+// the Manta's ExposureAuto* pair means the same, in percent too.
+const char* legacyFeatureName(const std::string& name) {
+    static const std::pair<const char*, const char*> kAliases[] = {
+        {"ExposureTime",                 "ExposureTimeAbs"},
+        {"AcquisitionFrameRate",         "AcquisitionFrameRateAbs"},
+        {"IntensityControllerTarget",    "ExposureAutoTarget"},
+        {"IntensityControllerTolerance", "ExposureAutoAdjustTol"},
+    };
+    for (const auto& [sfnc, legacy] : kAliases)
+        if (name == sfnc) return legacy;
+    return nullptr;
+}
+
+// A feature by the program's name, or by its older name on a camera that has only
+// that one.
+bool findFeature(const CameraPtr& cam, const std::string& name, FeaturePtr& f) {
+    if (SP_ACCESS(cam)->GetFeatureByName(name.c_str(), f) == VmbErrorSuccess) return true;
+    const char* legacy = legacyFeatureName(name);
+    return legacy && SP_ACCESS(cam)->GetFeatureByName(legacy, f) == VmbErrorSuccess;
+}
+
 // Read a numeric/string feature, returning `fallback`/"" if absent (tolerant, for
 // telemetry). Numeric takes an integer feature too: some are Int on one model and
 // Float on another (IntensityControllerTolerance is Int on the Alvium 1800 U-1240c).
 double getFloat(const CameraPtr& cam, const char* name, double fallback = 0.0) {
     FeaturePtr f;
-    if (SP_ACCESS(cam)->GetFeatureByName(name, f) != VmbErrorSuccess) return fallback;
+    if (!findFeature(cam, name, f)) return fallback;
     double v = fallback;
     if (f->GetValue(v) == VmbErrorSuccess) return v;
     VmbInt64_t i = 0;
@@ -203,7 +230,7 @@ double getFloat(const CameraPtr& cam, const char* name, double fallback = 0.0) {
 std::string getString(const CameraPtr& cam, const char* name) {
     FeaturePtr  f;
     std::string v;
-    if (SP_ACCESS(cam)->GetFeatureByName(name, f) == VmbErrorSuccess && f->GetValue(v) == VmbErrorSuccess)
+    if (findFeature(cam, name, f) && f->GetValue(v) == VmbErrorSuccess)
         return v;
     return {};
 }
@@ -649,8 +676,7 @@ bool VimbaCameraSource::setFeature(int camera_index, const std::string& name,
     if (camera_index < 0 || idx >= impl_->cameras.size()) return false;
     FeaturePtr         f;
     VmbFeatureDataType type = VmbFeatureDataUnknown;
-    if (SP_ACCESS(impl_->cameras[idx])->GetFeatureByName(name.c_str(), f) != VmbErrorSuccess ||
+    if (!findFeature(impl_->cameras[idx], name, f) || f->GetDataType(type) != VmbErrorSuccess)
-        f->GetDataType(type) != VmbErrorSuccess)
         return false;
     // The value before the first change, so restoreProfile() can put it back
     // live. Only the first: a second change must not record the test's own value.
@@ -741,8 +767,7 @@ bool VimbaCameraSource::readFeature(int camera_index, const std::string& name, d
     if (camera_index < 0 || idx >= impl_->cameras.size()) return false;
     FeaturePtr         f;
     VmbFeatureDataType type = VmbFeatureDataUnknown;
-    if (SP_ACCESS(impl_->cameras[idx])->GetFeatureByName(name.c_str(), f) != VmbErrorSuccess ||
+    if (!findFeature(impl_->cameras[idx], name, f) || f->GetDataType(type) != VmbErrorSuccess)
-        f->GetDataType(type) != VmbErrorSuccess)
         return false;
     if (type == VmbFeatureDataFloat) return f->GetValue(value) == VmbErrorSuccess;
     if (type == VmbFeatureDataInt) {
@@ -760,8 +785,7 @@ bool VimbaCameraSource::featureRange(int camera_index, const std::string& name,
     if (camera_index < 0 || idx >= impl_->cameras.size()) return false;
     FeaturePtr         f;
     VmbFeatureDataType type = VmbFeatureDataUnknown;
-    if (SP_ACCESS(impl_->cameras[idx])->GetFeatureByName(name.c_str(), f) != VmbErrorSuccess ||
+    if (!findFeature(impl_->cameras[idx], name, f) || f->GetDataType(type) != VmbErrorSuccess)
-        f->GetDataType(type) != VmbErrorSuccess)
         return false;
     if (type == VmbFeatureDataFloat) return f->GetRange(min, max) == VmbErrorSuccess;
     if (type == VmbFeatureDataInt) {
@@ -788,7 +812,7 @@ bool VimbaCameraSource::restoreProfile(int camera_index) {
     for (auto it = undo.rbegin(); ok && it != undo.rend(); ++it) {
         FeaturePtr         f;
         VmbFeatureDataType type = VmbFeatureDataUnknown;
-        if (SP_ACCESS(impl_->cameras[idx])->GetFeatureByName(it->first.c_str(), f) != VmbErrorSuccess ||
+        if (!findFeature(impl_->cameras[idx], it->first, f) ||
             f->GetDataType(type) != VmbErrorSuccess) { ok = false; break; }
         VmbErrorType rc = VmbErrorWrongType;
         try {

src/core/Application.cpp

@@ -30,6 +30,8 @@
 #include "fgc/OperatingMode.h"
 #include "fgc/RemoteCommands.h"
 #include "fgc/TestRunner.h"
+#include "fgc/HostMetrics.h"
+#include "fgc/ThermalGuard.h"
 #include "fgc/mock/MockCameraSource.h"
 #include "fgc/mock/MockEnvSensor.h"
 #include "fgc/mock/MockImuSource.h"
@@ -61,6 +63,9 @@
 #include <string>
 #include <thread>
 
+#include "fgc/CompositeCameraSource.h"
+#include "fgc/TarisCameraSource.h"
+
 #if FGC_WITH_MQTT
 #include "fgc/MqttControlChannel.h"
 #endif
@@ -297,6 +302,16 @@ struct Application::Impl {
     long long                fan_seen_ms_ = 0;       // last ENV reading checkFan() judged
     int                      fan_stall_count_ = 0;   // consecutive stalled readings
     bool                     fan_stalled_ = false;
+    // The CPU guard (ThermalGuard.h): sampled every [Thermal] sample_ms from the
+    // control loop; it slows or pauses the scan when the computer runs hot.
+    ThermalGuard             thermal_;
+    long long                thermal_next_ms_ = 0;       // steady ms of the next sample
+    hostmetrics::CpuTimes    cpu_prev_;                  // for busy % between samples
+    hostmetrics::CpuFreqInfo cpu_freq_;                  // last sample, for the UI
+    hostmetrics::LoadInfo    cpu_load_;
+    bool                     thermal_camera_stopped_ = false;  // the guard stopped the stream
+    long long                health_sent_ms_ = 0;        // steady ms of the last Health
+    std::string              health_sent_key_;           // state+throttling last published
     std::vector<HeadingSighting> heading_marks_;   // `gimbal heading mark`s this setup
 
     std::atomic<bool>       running{true};
@@ -408,6 +423,9 @@ struct Application::Impl {
 #endif
     }
 
+    // One source for the colour cameras (Vimba, or the mock), one per thermal
+    // camera, behind a CompositeCameraSource when there is more than one. The
+    // colour source leads (CameraConfig::cameras puts its cameras first).
     std::unique_ptr<ICameraSource> makeCamera() {
         bool mock = !realCameraWanted();
         if (mock && !cfg.features.enable_camera) {
@@ -419,10 +437,34 @@ struct Application::Impl {
             LOG_WARN << "Camera requested but binary built without Vimba X; using mock camera";
         }
 #endif
-        const auto active = cfg.camera.active();
+        std::vector<const CameraSpec*> colour, thermal;
+        for (const auto* c : cfg.camera.active()) (c->thermal() ? thermal : colour).push_back(c);
+
+        // With the camera count each source is configured with: Vimba reports
+        // none until open(), and the thermal camera's index must not move.
+        std::vector<std::unique_ptr<ICameraSource>> sources;
+        std::vector<int>                            counts;
+        if (!colour.empty() || thermal.empty()) {
+            sources.push_back(makeColourCamera(colour, mock));
+            counts.push_back(colour.empty() ? 1 : static_cast<int>(colour.size()));
+        }
+        for (const auto* c : thermal) {
+            sources.push_back(makeThermalCamera(*c));
+            counts.push_back(1);
+        }
+        if (sources.size() == 1) return std::move(sources.front());
+        return std::make_unique<CompositeCameraSource>(std::move(sources), std::move(counts));
+    }
+
+    std::unique_ptr<ICameraSource> makeColourCamera(const std::vector<const CameraSpec*>& active,
+                                                    bool mock) {
         if (mock) {
-            return std::make_unique<MockCameraSource>(
+            const int n = active.empty() ? 1 : static_cast<int>(active.size());
-                active.empty() ? 1 : static_cast<int>(active.size()));
+            if (opts.mock_camera_full.value_or(cfg.features.mock_camera_full)) {
+                LOG_INFO << "[mock] camera frames are tower-size: 5328x3040 12-bit raw";
+                return std::make_unique<MockCameraSource>(n, 5328, 3040, PixelLayout::BayerRG12p);
+            }
+            return std::make_unique<MockCameraSource>(n);
         }
 #if FGC_WITH_VIMBA
         std::vector<CameraSpec>    specs;
@@ -437,6 +479,19 @@ struct Application::Impl {
 #endif
     }
 
+    // A thermal camera needs no build option: its SDK is loaded at run time, and
+    // a tower without it just has that camera offline. Only a mock or disabled
+    // camera run gets synthetic counts instead.
+    std::unique_ptr<ICameraSource> makeThermalCamera(const CameraSpec& c) {
+        if (!cfg.features.enable_camera || opts.mock_camera.value_or(cfg.features.mock_camera)) {
+            LOG_INFO << "[mock] thermal camera '" << c.name << "': synthetic 640x480 counts";
+            return std::make_unique<MockCameraSource>(1, 640, 480, PixelLayout::Mono16);
+        }
+        LOG_INFO << "thermal camera '" << c.name << "': TarisIR " << c.id << ", profile "
+                 << c.calib_profile << ", " << c.frame_rate_hz << " Hz";
+        return std::make_unique<TarisCameraSource>(TarisCameraSource::fromSpec(c));
+    }
+
     // Load every profile of every camera up front. Two reasons: a profile nobody
     // is using today still fails at startup rather than the first time someone
     // switches to it, and a settings XML edited in the Viewer is detected and
@@ -448,6 +503,14 @@ struct Application::Impl {
 
         for (const auto& c : cfg.camera.cameras) {
             if (!c.enabled) continue;
+            if (c.thermal()) {
+                // No settings file: the thermal camera is set up from its config
+                // keys, and its profile only names a timing block.
+                active_profile[c.name] = c.profile;
+                LOG_INFO << "camera '" << c.name << "': thermal, no settings XML; timing '"
+                         << c.profile << "'";
+                continue;
+            }
             std::map<std::string, fgc::ProfileLoadResult> results;
             auto profiles = fgc::loadCameraProfiles(c.profile_dir, results);
 
@@ -484,6 +547,26 @@ struct Application::Impl {
     // Switch one camera's profile by name. With no camera named, applies to the
     // single configured camera. Returns false (and warns) if unknown.
     bool applyProfile(const std::string& cam_name, const std::string& name) {
+        for (const auto& c : cfg.camera.cameras) {
+            if (c.name != cam_name || !c.thermal()) continue;
+            // A thermal camera's profile is its timing block and nothing else.
+            if (!c.enabled) {
+                LOG_WARN << "camera '" << cam_name << "' is configured but not enabled";
+                return false;
+            }
+            if (name != c.profile && c.timing.find(name) == c.timing.end()) {
+                std::string known = c.profile;
+                for (const auto& [n, t] : c.timing)
+                    if (n != c.profile) known += ", " + n;
+                LOG_WARN << "unknown profile '" << name << "' for camera '" << cam_name
+                         << "' (available: " << known << ')';
+                return false;
+            }
+            active_profile[cam_name] = name;
+            configureSettle();
+            LOG_INFO << "camera '" << cam_name << "' profile -> " << name << " (timing only)";
+            return true;
+        }
         auto ci = camera_profiles.find(cam_name);
         if (ci == camera_profiles.end()) {
             std::string known;
@@ -535,6 +618,15 @@ struct Application::Impl {
             rule    = rule || t.settle_rule == "brightness";
         }
         scheduler->setSettleWait(settle, timeout);
+        // The thermal camera hands over the newest frame it has, up to
+        // max_frame_age_ms old: older than the settle wait, and it may have been
+        // taken while the gimbal still moved.
+        for (const auto* c : cfg.camera.active())
+            if (c->thermal() && c->max_frame_age_ms > settle)
+                LOG_WARN << "camera '" << c->name << "': a frame may be up to "
+                         << c->max_frame_age_ms << " ms old, but the scan waits only " << settle
+                         << " ms after standstill - lower max_frame_age_ms, or the thermal "
+                            "image may be blurred by the last move";
         SettleRule::Params p;
         if (rule && camera) {
             double v = 0;
@@ -903,6 +995,80 @@ struct Application::Impl {
             }
         }
 
+        // --- The computer's CPU (the guard's last sample; no /sys reads here) ---
+        if (thermal_.haveReading()) {
+            const HostReading&   r = thermal_.last();
+            const ThermalParams& p = thermal_.params();
+            HostView& h = s.host;
+            h.present        = true;
+            h.temp_ok        = r.temp_ok;
+            h.cpu_c          = r.cpu_c;
+            h.zone           = r.zone;
+            h.clock_ok       = cpu_freq_.ok;
+            h.mean_mhz       = cpu_freq_.mean_mhz;
+            h.core_mhz       = cpu_freq_.core_mhz;
+            h.hw_max_mhz     = cpu_freq_.hw_max_mhz;
+            h.cap_mhz        = cpu_freq_.cap_mhz;
+            h.busy_pct       = r.busy_pct;
+            h.load1          = cpu_load_.load1;
+            h.load5          = cpu_load_.load5;
+            h.load15         = cpu_load_.load15;
+            h.cpus           = cpu_load_.cpus;
+            h.throttling     = thermal_.throttle().throttling();
+            h.throttle_cause = thermal_.throttle().cause();
+            h.counters_ok    = r.count_ok;
+            h.throttle_total = thermal_.throttle().eventsTotal();
+            h.throttle_last_min = thermal_.throttle().eventsLastMinute();
+            h.guard_on       = thermal_.enabled();
+            h.state          = guardStateName(thermal_.state());
+            h.reason         = thermal_.reason();
+            h.slow_c         = p.slow_c;
+            h.pause_c        = p.pause_c;
+            h.resume_c       = p.resume_c;
+            h.interval_s     = scheduler ? scheduler->intervalMs() / 1000.0 : 0.0;
+            h.held_s         = thermal_.heldForSaveMs() / 1000;
+            h.paused_s       = thermal_.pausedForMs() / 1000;
+            if (pipeline) {
+                const auto t = pipeline->saveTiming();
+                h.save_count   = t.count;
+                h.save_mean_ms = t.mean_ms;
+                h.save_max_ms  = t.max_ms;
+            }
+
+            auto& g  = s.sensors.host;
+            g.present = true;
+            g.status  = "live";
+            auto set = [](SensorField& f, double v, int decimals) {
+                char b[32];
+                std::snprintf(b, sizeof(b), "%.*f", decimals, v);
+                f.value   = b;
+                f.present = true;
+            };
+            if (g.fields.size() >= 4) {
+                if (r.temp_ok) set(g.fields[0], r.cpu_c, 1);
+                if (cpu_freq_.ok) set(g.fields[1], cpu_freq_.mean_mhz / 1000.0, 1);
+                if (r.busy_pct >= 0.0) set(g.fields[2], r.busy_pct, 0);
+                const long long n = thermal_.throttle().eventsLastMinute();
+                g.fields[3].value   = !h.throttling ? "no"
+                                      : n > 0       ? "yes, " + std::to_string(n) + "x last min"
+                                                    : "yes (clock)";
+                g.fields[3].present = true;
+            }
+            // The loudest thing that is true: paused, slowed, throttling, hot.
+            if (thermal_.state() == GuardState::Paused) {
+                s.sensors.cpu_badge = "PAUSED";
+                s.sensors.cpu_badge_red = true;
+            } else if (thermal_.state() == GuardState::Slowed) {
+                s.sensors.cpu_badge = "SLOWED";
+            } else if (h.throttling) {
+                s.sensors.cpu_badge = "THROTTLED";
+            } else if (r.temp_ok && r.cpu_c >= p.slow_c) {
+                s.sensors.cpu_badge = "HOT";
+            }
+            if (!thermal_.enabled() && !s.sensors.cpu_badge.empty())
+                s.sensors.cpu_badge += " (guard off)";
+        }
+
         // --- Camera / capture ---
         s.capture.present      = true;
         s.capture.continuous   = scheduler && scheduler->continuous();
@@ -947,8 +1113,10 @@ struct Application::Impl {
         // Live per-camera identity/telemetry/stats.
         s.capture.devices.clear();
         if (camera) {
+            int index = 0;
             for (const auto& d : camera->deviceInfo()) {
                 CameraDeviceView v;
+                v.offline = camera->offline(index++);
                 v.id = d.id; v.model = d.model; v.serial = d.serial; v.streaming = d.streaming;
                 v.width = d.width; v.height = d.height; v.payload_bytes = d.payload_bytes;
                 v.exposure_us = d.exposure_us; v.gain_db = d.gain_db;
@@ -977,6 +1145,14 @@ struct Application::Impl {
                 s.capture.last_pitch_deg   = ev->pitch_decideg / 10.0;
                 s.capture.last_ts_ms       = ev->timestamp_ms;
             }
+            if (auto ev = pipeline->lastThermalEvent(); ev && ev->thermal) {
+                s.capture.has_thermal      = true;
+                s.capture.thermal_cal      = ev->thermal->cal;
+                s.capture.thermal_stats_ok = ev->thermal->stats_ok;
+                s.capture.thermal_max_c    = ev->thermal->tmax_decic / 10.0;
+                s.capture.thermal_med_c    = ev->thermal->tmed_decic / 10.0;
+                s.capture.thermal_ts_ms    = ev->timestamp_ms;
+            }
         }
 
         // --- Connectivity ---
@@ -1143,6 +1319,192 @@ struct Application::Impl {
         fan_stalled_ = stalled;
     }
 
+    static long long steadyNowMs() {
+        using namespace std::chrono;
+        return duration_cast<milliseconds>(steady_clock::now().time_since_epoch()).count();
+    }
+
+    static void logGuard(const std::vector<GuardLog>& lines) {
+        for (const auto& l : lines) {
+            if (l.first == GuardLevel::Warn) LOG_WARN << l.second;
+            else LOG_INFO << l.second;
+        }
+    }
+
+    // Every [Thermal] sample_ms: read the CPU's temperature, clock, throttle
+    // counters and busy time, hand them to the guard, log what it says, and
+    // publish Health when anything changed (or once a minute).
+    void watchHost() {
+        const long long now = steadyNowMs();
+        if (now < thermal_next_ms_) return;
+        thermal_next_ms_ = now + thermal_.params().sample_ms;
+
+        const std::string& root = thermal_.params().sysfs_root;
+        const auto th    = hostmetrics::readThermal(root);
+        cpu_freq_        = hostmetrics::readCpuFreq(root);
+        const auto count = hostmetrics::readThrottleCount(root);
+        const auto times = hostmetrics::readCpuTimes(root);
+        cpu_load_        = hostmetrics::readLoad();
+
+        HostReading r;
+        r.now_ms         = now;
+        r.temp_ok        = th.ok;
+        r.cpu_c          = th.cpu_temp_c;
+        r.zone           = th.cpu_zone;
+        r.clock_ok       = cpu_freq_.ok;
+        r.mhz            = cpu_freq_.mean_mhz;
+        r.hw_max_mhz     = cpu_freq_.hw_max_mhz;
+        r.count_ok       = count.ok;
+        r.throttle_count = count.events;
+        r.busy_pct       = hostmetrics::busyPercent(cpu_prev_, times);
+        cpu_prev_        = times;
+        // While paused the scan is not waiting for saving - it is parked.
+        r.held_for_save  = scheduler && scheduler->holdingForSave() && !scheduler->paused();
+        r.held_total_ms  = scheduler ? scheduler->heldForSaveTotalMs() : 0;
+        r.save_pending   = pipeline ? static_cast<int>(pipeline->pending()) : 0;
+        r.base_interval_ms = cfg.image_rate() > 0.0 ? 1000.0 / cfg.image_rate() : 0.0;
+        r.save_ms_mean   = pipeline ? pipeline->saveTiming().mean_ms : 0.0;
+        r.save_workers   = cfg.hardware.save_workers;
+        logGuard(thermal_.update(r));
+        applyGuard();
+        publishHealth(false);
+    }
+
+    // The guard's verdict, applied to the scan - every control-loop pass, since
+    // the camera may only stop once the waypoint under way has finished.
+    void applyGuard() {
+        if (!scheduler) return;
+        scheduler->setIntervalScale(thermal_.intervalScale());
+        scheduler->setPaused(thermal_.pauseCapture());
+        if (!camera) return;
+        // Paused and parked: stop the camera stream, so the CPU all but idles (it
+        // copies every frame it streams). Never under a running test or homing,
+        // which may need the camera.
+        const bool shooting = scheduler->mode() != Mode::Manual || scheduler->continuous();
+        if (scheduler->pausedAtRest() && shooting && !thermal_camera_stopped_ &&
+            !procedureBusy()) {
+            camera->stop();
+            thermal_camera_stopped_ = true;
+            LOG_INFO << "camera stream stopped while pictures are paused";
+        } else if (!scheduler->paused() && thermal_camera_stopped_) {
+            thermal_camera_stopped_ = false;
+            // Back on only where something will take pictures: a scan, or
+            // continuous capture. In plain manual it stays off, as setMode leaves it.
+            if (scheduler->mode() != Mode::Manual || scheduler->continuous()) {
+                camera->start();
+                LOG_INFO << "camera stream started again";
+            }
+        }
+    }
+
+    HealthReport healthReport() const {
+        HealthReport h;
+        const HostReading& r = thermal_.last();
+        h.tower        = cfg.general.tower_name;
+        h.state        = guardStateName(thermal_.state());
+        h.reason       = thermal_.reason();
+        h.guard_on     = thermal_.enabled();
+        h.cpu_c_ok     = r.temp_ok;
+        h.cpu_c        = r.cpu_c;
+        h.cpu_mhz_ok   = r.clock_ok;
+        h.cpu_mhz      = r.mhz;
+        h.cpu_busy_pct = r.busy_pct;
+        h.throttling   = thermal_.throttle().throttling();
+        h.throttle_events_last_min = thermal_.throttle().eventsLastMinute();
+        if (env) {
+            if (auto m = env->sample()) {
+                h.enclosure_c_ok = true;
+                h.enclosure_c    = m->temp_c;
+            }
+        }
+        if (pipeline) {
+            const auto t = pipeline->saveTiming();
+            h.save_count_last_min = t.count;
+            h.save_ms_mean        = t.mean_ms;
+            h.save_ms_max         = t.max_ms;
+        }
+        if (camera) {
+            // Only a camera the scan can do without is ever offline (the
+            // thermal one); the colour camera failing stops the run instead.
+            const auto active = cfg.camera.active();
+            for (int i = 0; i < camera->cameraCount() && i < static_cast<int>(active.size()); ++i)
+                if (!camera->offline(i).empty())
+                    h.cams_offline += (h.cams_offline.empty() ? "" : ",") + active[i]->label;
+        }
+        h.held_s       = thermal_.heldForSaveMs() / 1000;
+        h.interval_s   = scheduler ? scheduler->intervalMs() / 1000.0 : 0.0;
+        h.timestamp_ms = nowEpochMs();
+        return h;
+    }
+
+    // On a change of state or throttling, or once a minute; `force` for a command.
+    void publishHealth(bool force) {
+        if (!channel || !thermal_.haveReading()) return;
+        const long long now = steadyNowMs();
+        const std::string key = std::string(guardStateName(thermal_.state())) +
+                                (thermal_.throttle().throttling() ? "+t" : "") +
+                                (thermal_.enabled() ? "" : "+off");
+        if (!force && key == health_sent_key_ && now - health_sent_ms_ < 60000) return;
+        health_sent_key_ = key;
+        health_sent_ms_  = now;
+        channel->publishHealth(healthReport());
+    }
+
+    // `thermal [resume|off|on]`: the CPU's heat and the scan's pace for it.
+    void handleThermal(const std::string& what) {
+        const long long now = steadyNowMs();
+        if (what == "resume") {
+            logGuard(thermal_.forceResume(now));
+        } else if (what == "off" || what == "on") {
+            logGuard(thermal_.setEnabled(what == "on", now));
+        } else if (!what.empty()) {
+            LOG_WARN << "usage: thermal [resume|off|on]";
+            return;
+        } else {
+            const HostReading& r = thermal_.last();
+            const ThermalParams& p = thermal_.params();
+            if (!thermal_.haveReading()) {
+                LOG_INFO << "CPU: no reading yet";
+            } else {
+                LOG_INFO << "CPU: "
+                         << (r.temp_ok ? celsiusText(r.cpu_c) + " (" + r.zone + ")"
+                                       : std::string("temperature unknown"))
+                         << ", " << (r.clock_ok ? ghzText(r.mhz) : std::string("clock unknown"))
+                         << (r.hw_max_mhz > 0.0 ? " of " + ghzText(r.hw_max_mhz) : std::string())
+                         << ", " << (r.busy_pct >= 0.0 ? std::to_string(static_cast<int>(r.busy_pct + 0.5)) + "% busy"
+                                                       : std::string("busy unknown"));
+                LOG_INFO << "throttling: "
+                         << (thermal_.throttle().throttling()
+                                 ? "yes (" + thermal_.throttle().cause() + ")"
+                                 : std::string("no"))
+                         << ", " << thermal_.throttle().eventsLastMinute()
+                         << " in the last minute, " << thermal_.throttle().eventsTotal()
+                         << " since start";
+            }
+            char every[48] = "";
+            if (scheduler)
+                std::snprintf(every, sizeof(every), ", one picture every %.1f s",
+                              scheduler->intervalMs() / 1000.0);
+            LOG_INFO << "scan pace: " << (thermal_.enabled() ? guardStateName(thermal_.state())
+                                                             : "guard off")
+                     << (thermal_.reason().empty() ? "" : " - " + thermal_.reason()) << every;
+            if (pipeline) {
+                const auto t = pipeline->saveTiming();
+                if (t.count > 0)
+                    LOG_INFO << "saving: " << t.count << " in the last minute, "
+                             << static_cast<long>(t.mean_ms + 0.5) << " ms each (longest "
+                             << static_cast<long>(t.max_ms + 0.5) << " ms)";
+            }
+            LOG_INFO << "limits: slows at " << celsiusText(p.slow_c) << ", pauses at "
+                     << celsiusText(p.pause_c) << " for " << p.pause_after_s
+                     << " s, resumes at " << celsiusText(p.resume_c) << " after at least "
+                     << p.min_pause_s << " s";
+            return;
+        }
+        applyGuard();
+        publishHealth(true);
+    }
+
     void checkTrackingError() {
         const long limit = cfg.enc_error_warn_counts;
         if (limit <= 0) return;  // disabled
@@ -1809,12 +2171,77 @@ struct Application::Impl {
     // profile. For a stream that has stopped delivering and will not restart -
     // the state tower 111's camera was in on 2026-09-24, which only this cleared.
     // Manual mode only (allowedIn), so there is no scan to pause around it.
-    void resetCameras() {
+    // With a camera named (block name or label), only that one: the thermal
+    // camera reconnects without rebooting the colour one.
+    void resetCameras(const std::string& which = "") {
+        const auto active = cfg.camera.active();
+        int        only   = -1;
+        auto lowered = [](std::string v) {
+            std::transform(v.begin(), v.end(), v.begin(),
+                           [](unsigned char ch) { return std::tolower(ch); });
+            return v;
+        };
+        if (!which.empty()) {
+            for (size_t i = 0; i < active.size(); ++i)
+                if (lowered(active[i]->name) == lowered(which) ||
+                    lowered(active[i]->label) == lowered(which))
+                    only = static_cast<int>(i);
+            if (only < 0) {
+                LOG_WARN << "camera reset: no active camera '" << which << "'";
+                return;
+            }
+        }
         camera->stop();
-        for (int i = 0; i < camera->cameraCount(); ++i)
+        for (int i = 0; i < camera->cameraCount(); ++i) {
-            LOG_INFO << "camera " << i << (camera->resetCamera(i) ? ": reset, back on its profile"
+            if (only >= 0 && i != only) continue;
+            const std::string name = i < static_cast<int>(active.size())
+                                         ? active[i]->name
+                                         : std::to_string(i);
+            LOG_INFO << "camera " << name
+                     << (camera->resetCamera(i) ? ": reset, back on its profile"
                                                 : ": reset FAILED (see above)");
         }
+    }
+
+    // `camera calib [<profile>]`: the thermal camera's calibration profile,
+    // which sets the scale of its counts. Every frame says which it was taken
+    // on, so switching is safe for the archive; it is manual-mode only because
+    // the camera delivers nothing for the ~3 s it takes.
+    void handleCalib(const Command& c) {
+        int index = -1, i = 0;
+        for (const auto* s : cfg.camera.active()) {
+            if (s->thermal()) { index = i; break; }
+            ++i;
+        }
+        if (index < 0) {
+            LOG_WARN << "camera calib: no thermal camera configured";
+            return;
+        }
+        const std::string why = camera->offline(index);
+        if (!why.empty()) {
+            LOG_WARN << "camera calib: the thermal camera is offline (" << why << ")";
+            return;
+        }
+        if (!c.has_value) {
+            double v = 0, k = 0;
+            if (camera->readFeature(index, "CalibProfile", v) &&
+                camera->readFeature(index, "KelvinPerCount", k))
+                LOG_INFO << "thermal calibration profile " << static_cast<int>(v) << ", " << k
+                         << " K per count";
+            else
+                LOG_INFO << "thermal calibration profile: no frame yet";
+            return;
+        }
+        const int profile = static_cast<int>(c.value);
+        LOG_INFO << "thermal camera: switching to calibration profile " << profile << " ...";
+        if (camera->setFeature(index, "CalibProfile", std::to_string(profile)))
+            LOG_INFO << "thermal camera on calibration profile " << profile
+                     << " (for this run; [Camera." << cfg.camera.active()[index]->name
+                     << "] calib_profile sets it at startup)";
+        else
+            LOG_WARN << "thermal camera: switching to calibration profile " << profile
+                     << " FAILED (see above)";
+    }
 
     // The one way the mode changes - `mode ...`, the a / p / m keys, [Startup] mode, and a
     // test pausing the scan all come here. Returns false, having said why and
@@ -1848,7 +2275,11 @@ struct Application::Impl {
         if (scheduler->continuous()) LOG_INFO << "continuous capture off (mode change)";
         if (m == Mode::Manual) camera->stop();
         else camera->start();
+        // The stream is as the mode left it; the CPU guard stops it again if a
+        // pause still holds (applyGuard).
+        thermal_camera_stopped_ = false;
         scheduler->setMode(m, pan);
+        if (m == Mode::Manual && was != Mode::Manual) stopScanMove();
         if (m == Mode::Pan) {
             const auto& h = scheduler->panHeadingsNow();
             LOG_INFO << "mode pan: " << panText(pan) << " - " << h.size()
@@ -1861,6 +2292,22 @@ struct Application::Impl {
         return true;
     }
 
+    // Leaving a scan: stop the move it last sent, which the firmware would
+    // otherwise finish - a slow return to the first waypoint can take many
+    // seconds the operator spends waiting for the gimbal to answer. The firmware
+    // ramps the axis down and holds where it comes to rest (it does not resume
+    // the move), and the next MOVE or jog supersedes a stop still ramping down.
+    // Sent whether or not telemetry shows motion, since a MOVE sent this tick
+    // is not in it yet. Never during a homing, which a STOP ends in ERROR.
+    void stopScanMove() {
+        const MotorTelemetry t = motor->telemetry();
+        if (t.yaw.state == AxisState::Homing ||
+            (t.pitch_present && t.pitch.state == AxisState::Homing))
+            return;
+        if (anyLeftoverMove()) LOG_INFO << "stopping the gimbal where it is";
+        motor->sendCommand("STOP ALL");
+    }
+
     // A pan the gimbal can actually do: its pitch inside the homed window (not
     // clamped to it - that would image an elevation nobody asked for), and at
     // least one of its headings inside the reachable yaw arc.
@@ -2872,12 +3319,15 @@ struct Application::Impl {
         } else if (c.verb == "exit") {
             running = false;
         } else if (c.verb == "camera") {
-            if (c.device == "reset") resetCameras();
+            if (c.device == "reset") resetCameras(c.option);
-            else LOG_WARN << "usage: camera reset";
+            else if (c.device == "calib") handleCalib(c);
+            else LOG_WARN << "usage: camera reset [<camera>]  |  camera calib [<profile>]";
         } else if (c.verb == "snapshot") {
             takeSnapshot();
         } else if (c.verb == "capture") {
             handleCapture(c.device);
+        } else if (c.verb == "thermal") {
+            handleThermal(c.device);
         } else if (c.verb == "mode") {
             handleMode(line);
         } else if (c.verb == "debug") {
@@ -3144,6 +3594,19 @@ struct Application::Impl {
         // the wait is the longest across them, not the first one's.
         configureSettle();
 
+        thermal_ = ThermalGuard(cfg.thermal);
+        if (cfg.thermal.enabled)
+            LOG_INFO << "CPU guard: pictures slow down at " << celsiusText(cfg.thermal.slow_c)
+                     << " or when the CPU throttles, and pause at "
+                     << celsiusText(cfg.thermal.pause_c) << " (resume at "
+                     << celsiusText(cfg.thermal.resume_c) << ")"
+                     << (cfg.thermal.sysfs_root != "/" ? "; readings from the simulated tree " +
+                                                             cfg.thermal.sysfs_root
+                                                       : std::string());
+        else
+            LOG_WARN << "CPU guard off ([Thermal] enabled = false): the scan keeps full pace "
+                        "however hot the CPU runs";
+
         // Before the firmware is talked to: the registers are wanted by the very
         // first sendAnchorConfig(), on both the homing and the no-homing startup path.
         planMotorCurrents();
@@ -3164,6 +3627,12 @@ struct Application::Impl {
             return 3;  // distinct from the config (1) and lock (2) exits
         }
 
+        // Again, now the camera is open: the keep rule reads the camera's own
+        // auto-exposure target, tolerance and limits, and before open() it got
+        // none of them and judged every frame against its 50 +- 5 % default -
+        // until the first profile switch. Rietschen's cameras aim at 35 %.
+        configureSettle();
+
         pipeline->start();
         channel->publishStatus(static_cast<int>(Mode::Manual));   // until [Startup] mode says otherwise
 
@@ -3216,6 +3685,8 @@ struct Application::Impl {
             scheduler->tick();
             checkTrackingError();     // warn on live encoder-error excursions
             checkFan();               // a legacy tower's fan, driven but not turning
+            watchHost();              // CPU heat and load: slow or pause the scan for it
+            applyGuard();
             publishSnapshot();
             std::this_thread::sleep_for(std::chrono::milliseconds(10));
         }

src/core/CaptureScheduler.cpp

@@ -42,10 +42,23 @@ CaptureScheduler::CaptureScheduler(IMotorController& motor, ICameraSource& camer
       grid_(grid),
       now_ms_(now_ms ? std::move(now_ms) : steadyNowMs),
       image_rate_(image_rate),
-      interval_ms_(image_rate > 0.0 ? 1000.0 / image_rate : 0.0) {
+      base_interval_ms_(image_rate > 0.0 ? 1000.0 / image_rate : 0.0),
+      interval_ms_(base_interval_ms_) {
     timer_start_ = now_ms_();
 }
 
+void CaptureScheduler::setIntervalScale(double scale) {
+    interval_scale_ = scale > 1.0 ? scale : 1.0;
+    interval_ms_    = base_interval_ms_ * interval_scale_;
+}
+
+void CaptureScheduler::setPaused(bool paused) {
+    if (paused == paused_) return;
+    paused_ = paused;
+    // The wait is announced by the guard, so the first move after it is no overrun.
+    if (paused) save_held_ = true;
+}
+
 void CaptureScheduler::setMode(Mode mode, const PanSpec& pan) {
     mode_ = mode;
     pan_  = pan;
@@ -97,6 +110,8 @@ void CaptureScheduler::sendMove() {
     // form ("ERR axis not present") and moves nothing, so address yaw alone.
     motor_.sendCommand(moveCommand(yaw_target_, pitch_present_ ? std::optional<long>(pitch_target_)
                                                                : std::nullopt));
+    // The time the move and the settle wait take is free for the cameras.
+    camera_.moving();
 }
 
 bool CaptureScheduler::settledAt(const MotorTelemetry& t) const {
@@ -109,16 +124,28 @@ bool CaptureScheduler::settledAt(const MotorTelemetry& t) const {
 
 bool CaptureScheduler::roomToSave() {
     const bool room = !can_save_ || can_save_();
+    const long long now = now_ms_();
     if (!room && !holding_) {
         holding_         = true;
-        LOG_WARN << "saving is behind: holding the scan here until it catches up";
+        hold_started_ms_ = now;
+        // Said once, not at every waypoint: a saver that is a little too slow
+        // holds the scan briefly each time, and the CPU guard (ThermalGuard) is
+        // what speaks for that. A hold a minute after the last one is news again.
+        hold_logged_ = last_hold_end_ms_ < 0 || now - last_hold_end_ms_ >= 60000;
+        if (hold_logged_) LOG_WARN << "saving is behind: holding the scan here until it catches up";
     } else if (room && holding_) {
         holding_ = false;
-        LOG_INFO << "saving caught up: the scan carries on";
+        held_total_ms_ += now - hold_started_ms_;
+        last_hold_end_ms_ = now;
+        if (hold_logged_) LOG_INFO << "saving caught up: the scan carries on";
     }
     return room;
 }
 
+long long CaptureScheduler::heldForSaveTotalMs() const {
+    return held_total_ms_ + (holding_ ? now_ms_() - hold_started_ms_ : 0);
+}
+
 const char* CaptureScheduler::phase() const {
     if (!moving_ || hold_.settled_ms == 0) return "moving";
     return hold_.ready_ms == 0 ? "settling" : "waiting";
@@ -343,7 +370,7 @@ void CaptureScheduler::tick() {
     //    on its own clock afterwards.
     if (mode_ == Mode::Manual) {
         if (snapshot_pending_) serviceSnapshot(t);
-        else if (continuous_) serviceContinuous(t);
+        else if (continuous_ && (!paused_ || continuous_hold_.due_ms != 0)) serviceContinuous(t);
         return;
     }
 
@@ -352,6 +379,7 @@ void CaptureScheduler::tick() {
     //    and wait out what is left of the interval at the end.
     if (interval_ms_ <= 0.0) return;
     if (!moving_) {
+        if (paused_) return;   // the CPU guard: park here (setPaused)
         if (!roomToSave()) {
             save_held_ = true;
             return;

src/core/ChannelTopics.cpp

@@ -1,6 +1,7 @@
 #include "fgc/ChannelTopics.h"
 
 #include <cctype>
+#include <cmath>
 #include <cstdio>
 
 namespace fgc {
@@ -9,11 +10,65 @@ std::string towerTopic(const std::string& tower, const std::string& leaf) {
     return "GGS/FWT/" + tower + "/" + leaf;
 }
 
+namespace {
+
+// Fixed-point, with a '.' whatever the C locale says. printf would follow
+// LC_NUMERIC, and the thermal camera's SDK sets that to a comma locale when it
+// loads (seen on tower 111: "hotx":0,4336) - which is no longer JSON.
+std::string num(double v, int decimals) {
+    if (!std::isfinite(v)) return "null";
+    long long scale = 1;
+    for (int i = 0; i < decimals; ++i) scale *= 10;
+    const long long n   = std::llround(v * static_cast<double>(scale));
+    const bool      neg = n < 0;
+    const unsigned long long a = neg ? 0ULL - static_cast<unsigned long long>(n)
+                                     : static_cast<unsigned long long>(n);
+    std::string out = (neg ? "-" : "") + std::to_string(a / static_cast<unsigned long long>(scale));
+    if (decimals > 0) {
+        std::string frac = std::to_string(a % static_cast<unsigned long long>(scale));
+        out += "." + std::string(static_cast<size_t>(decimals) - frac.size(), '0') + frac;
+    }
+    return out;
+}
+
+}  // namespace
+
 std::string camEventJson(const CamEvent& e) {
-    return "{ \"fwt\":\"" + e.tower + "\", \"cam\":\"" + e.camera +
+    std::string out = "{ \"fwt\":" + jsonString(e.tower) + ", \"cam\":" + jsonString(e.camera) +
-           "\", \"hdg\":" + std::to_string(e.heading_decideg) +
+                      ", \"hdg\":" + std::to_string(e.heading_decideg) +
                       ", \"pit\":" + std::to_string(e.pitch_decideg) +
-           ", \"time\":" + std::to_string(e.timestamp_ms) + " }";
+                      ", \"time\":" + std::to_string(e.timestamp_ms);
+    if (e.thermal) {
+        const ThermalEventFields& t = *e.thermal;
+        auto opt = [&t](const std::string& v) { return t.stats_ok ? v : std::string("null"); };
+        out += ", \"cal\":" + std::to_string(t.cal) +
+               ", \"missed\":" + std::to_string(t.missed) +
+               ", \"tmax\":" + opt(std::to_string(t.tmax_decic)) +
+               ", \"tmed\":" + opt(std::to_string(t.tmed_decic)) +
+               ", \"hotx\":" + opt(num(t.hotx, 4)) +
+               ", \"hoty\":" + opt(num(t.hoty, 4));
+    }
+    return out + " }";
+}
+
+std::string healthJson(const HealthReport& h) {
+    auto opt = [](bool ok, double v, int d) { return ok ? num(v, d) : std::string("null"); };
+    return "{\"fwt\":" + jsonString(h.tower) + ",\"state\":" + jsonString(h.state) +
+           ",\"reason\":" + jsonString(h.reason) +
+           ",\"guard\":" + (h.guard_on ? "true" : "false") +
+           ",\"cpu_c\":" + opt(h.cpu_c_ok, h.cpu_c, 1) +
+           ",\"cpu_mhz\":" + opt(h.cpu_mhz_ok, h.cpu_mhz, 0) +
+           ",\"cpu_busy_pct\":" + opt(h.cpu_busy_pct >= 0.0, h.cpu_busy_pct, 0) +
+           ",\"throttling\":" + (h.throttling ? "true" : "false") +
+           ",\"throttle_events_last_min\":" + std::to_string(h.throttle_events_last_min) +
+           ",\"enclosure_c\":" + opt(h.enclosure_c_ok, h.enclosure_c, 1) +
+           ",\"saved_last_min\":" + std::to_string(h.save_count_last_min) +
+           ",\"save_ms_mean\":" + opt(h.save_count_last_min > 0, h.save_ms_mean, 0) +
+           ",\"save_ms_max\":" + opt(h.save_count_last_min > 0, h.save_ms_max, 0) +
+           ",\"cams_offline\":" + jsonString(h.cams_offline) +
+           ",\"held_s\":" + std::to_string(h.held_s) +
+           ",\"interval_s\":" + num(h.interval_s, 1) +
+           ",\"time\":" + std::to_string(h.timestamp_ms) + "}";
 }
 
 std::string jsonString(const std::string& s) {

src/core/Config.cpp

@@ -289,6 +289,48 @@ AppConfig ConfigLoader::fromMap(const std::map<std::string, std::string>& kv) {
     if (cfg.hardware.save_queue_max < 1 || cfg.hardware.save_queue_max > 32)
         throw std::runtime_error("Hardware.save_queue_max must be in 1..32 (each raw frame "
                                  "waiting holds ~24 MB)");
+    // [Thermal]: the CPU guard (ThermalGuard.h). Per computer, so normally in
+    // hardware.ini; config.ini works too (hardware.ini wins).
+    {
+        ThermalParams& t = cfg.thermal;
+        t.enabled       = getBool(kv, "Thermal.enabled", t.enabled);
+        t.sysfs_root    = get(kv, "Thermal.sysfs_root", t.sysfs_root);
+        if (t.sysfs_root.empty()) t.sysfs_root = "/";
+        t.sample_ms     = getInt(kv, "Thermal.sample_ms", t.sample_ms);
+        t.slow_c        = getDouble(kv, "Thermal.slow_c", t.slow_c);
+        t.pause_c       = getDouble(kv, "Thermal.pause_c", t.pause_c);
+        t.resume_c      = getDouble(kv, "Thermal.resume_c", t.resume_c);
+        t.hysteresis_c  = getDouble(kv, "Thermal.hysteresis_c", t.hysteresis_c);
+        t.pause_after_s = getInt(kv, "Thermal.pause_after_s", t.pause_after_s);
+        t.calm_s        = getInt(kv, "Thermal.calm_s", t.calm_s);
+        t.min_pause_s   = getInt(kv, "Thermal.min_pause_s", t.min_pause_s);
+        t.held_slow_s   = getInt(kv, "Thermal.held_slow_s", t.held_slow_s);
+        t.held_pause_s  = getInt(kv, "Thermal.held_pause_s", t.held_pause_s);
+        t.slow_factor   = getDouble(kv, "Thermal.slow_factor", t.slow_factor);
+        t.held_share_pct = getDouble(kv, "Thermal.held_share_pct", t.held_share_pct);
+        if (t.held_share_pct <= 0.0 || t.held_share_pct > 100.0)
+            throw std::runtime_error("Thermal.held_share_pct must be in 0..100 (exclusive of 0)");
+        t.clock_low_pct = getDouble(kv, "Thermal.clock_low_pct", t.clock_low_pct);
+        t.busy_high_pct = getDouble(kv, "Thermal.busy_high_pct", t.busy_high_pct);
+        if (t.sample_ms < 500 || t.sample_ms > 60000)
+            throw std::runtime_error("Thermal.sample_ms must be in 500..60000");
+        if (!(t.resume_c < t.slow_c && t.slow_c < t.pause_c))
+            throw std::runtime_error("Thermal: need resume_c < slow_c < pause_c (degrees C)");
+        if (t.hysteresis_c < 0.0)
+            throw std::runtime_error("Thermal.hysteresis_c must be >= 0");
+        if (t.slow_factor < 1.0 || t.slow_factor > 10.0)
+            throw std::runtime_error("Thermal.slow_factor must be in 1..10 (times the interval)");
+        if (t.pause_after_s < 0 || t.calm_s < 0 || t.min_pause_s < 0 || t.held_slow_s < 1 ||
+            t.held_pause_s < 1)
+            throw std::runtime_error("Thermal: the *_s durations must be >= 0 (held_*_s >= 1)");
+        if (t.held_pause_s < t.held_slow_s)
+            throw std::runtime_error("Thermal: held_pause_s must be >= held_slow_s");
+        if (t.clock_low_pct <= 0.0 || t.clock_low_pct >= 100.0 || t.busy_high_pct < 0.0 ||
+            t.busy_high_pct > 100.0)
+            throw std::runtime_error("Thermal: clock_low_pct must be in 0..100 (exclusive), "
+                                     "busy_high_pct in 0..100");
+    }
+
     for (const auto& a : cfg.hardware.axes)
         if (a != "yaw" && a != "pitch")
             throw std::runtime_error("Hardware.axes: unknown axis '" + a +
@@ -341,9 +383,18 @@ AppConfig ConfigLoader::fromMap(const std::map<std::string, std::string>& kv) {
         c.profile_dir  = get(kv, pre + "profile_dir");
         c.profile      = get(kv, pre + "profile", c.profile);
         c.rotation_deg = getInt(kv, pre + "rotation_deg", c.rotation_deg);
-        c.jxl_distance = getDouble(kv, pre + "jxl_distance", cfg.camera.jxl_distance);
+        // A thermal camera's counts are measurements: lossless unless someone
+        // asks otherwise, and asking is refused below.
+        c.jxl_distance = getDouble(kv, pre + "jxl_distance",
+                                   c.driver == "taris" ? 0.0 : cfg.camera.jxl_distance);
         c.jxl_effort   = getInt(kv, pre + "jxl_effort", cfg.camera.jxl_effort);
         c.demosaic     = lowered(get(kv, pre + "demosaic", cfg.camera.demosaic));
+        c.calib_profile    = getInt(kv, pre + "calib_profile", c.calib_profile);
+        c.frame_rate_hz    = getDouble(kv, pre + "frame_rate_hz", c.frame_rate_hz);
+        c.max_frame_age_ms = getInt(kv, pre + "max_frame_age_ms", c.max_frame_age_ms);
+        c.library          = get(kv, pre + "library", c.library);
+        c.nuc_interval_s   = getInt(kv, pre + "nuc_interval_s", c.nuc_interval_s);
+        c.interface        = get(kv, pre + "interface");
 
         // Per-profile timing: Camera.<name>.<profile>.settle_wait_ms
         for (const auto& [key, val] : kv) {
@@ -365,13 +416,31 @@ AppConfig ConfigLoader::fromMap(const std::map<std::string, std::string>& kv) {
                                          "'fixed' or 'brightness'");
         }
 
-        if (c.driver != "vimba")
+        if (c.driver != "vimba" && c.driver != "taris")
-            throw std::runtime_error("Camera." + name + ".driver must be 'vimba' (got '" +
+            throw std::runtime_error("Camera." + name + ".driver must be 'vimba' or 'taris' (got '" +
-                                     c.driver + "'); no other backend is implemented yet");
+                                     c.driver + "')");
         if (c.enabled && c.id.empty())
-            throw std::runtime_error("Camera." + name + ".id is required (USB DEV_ id or GigE IP)");
+            throw std::runtime_error("Camera." + name + ".id is required (" +
-        if (c.profile_dir.empty())
+                                     (c.thermal() ? "the camera's serial number"
+                                                  : "USB DEV_ id or GigE IP") + ")");
+        if (!c.thermal() && c.profile_dir.empty())
             throw std::runtime_error("Camera." + name + ".profile_dir is required");
+        if (c.thermal()) {
+            if (c.jxl_distance != 0.0)
+                throw std::runtime_error("Camera." + name + ".jxl_distance must be 0: a thermal "
+                                         "camera's counts are always saved lossless");
+            if (c.calib_profile < 0)
+                throw std::runtime_error("Camera." + name + ".calib_profile must be >= 0");
+            if (!(c.frame_rate_hz > 0.0 && c.frame_rate_hz <= 50.0))
+                throw std::runtime_error("Camera." + name + ".frame_rate_hz must be in (0, 50]");
+            if (c.max_frame_age_ms <= 0)
+                throw std::runtime_error("Camera." + name + ".max_frame_age_ms must be > 0");
+            if (c.nuc_interval_s < 0 || c.nuc_interval_s > 3600)
+                throw std::runtime_error("Camera." + name + ".nuc_interval_s must be in 0..3600 "
+                                         "(0 = the camera's own timer)");
+            if (c.library.empty())
+                throw std::runtime_error("Camera." + name + ".library must not be empty");
+        }
         if (c.jxl_distance < 0.0)
             throw std::runtime_error("Camera." + name + ".jxl_distance must be >= 0 (0 = lossless)");
         if (c.jxl_effort < 1 || c.jxl_effort > 9)
@@ -389,6 +458,27 @@ AppConfig ConfigLoader::fromMap(const std::map<std::string, std::string>& kv) {
         }
         cfg.camera.cameras.push_back(std::move(c));
     }
+    // A thermal camera takes the newest frame it already has, so it needs no
+    // settle wait of its own; without a timing block it must not hold the scan
+    // to the 1000 ms default (the scan waits for the longest camera).
+    for (auto& c : cfg.camera.cameras)
+        if (c.thermal() && c.timing.find(c.profile) == c.timing.end())
+            c.timing[c.profile] = CameraProfileTiming{0, 0, "fixed"};
+    // Colour cameras first (see CameraConfig::cameras): the keep rule reads camera
+    // 0, and a thermal camera has none of the features it needs.
+    std::stable_partition(cfg.camera.cameras.begin(), cfg.camera.cameras.end(),
+                          [](const CameraSpec& c) { return !c.thermal(); });
+    // The label is the output folder, and the cameras of one picture share its
+    // timestamp: two with one label would write the same file.
+    for (size_t i = 0; i < cfg.camera.cameras.size(); ++i)
+        for (size_t j = i + 1; j < cfg.camera.cameras.size(); ++j) {
+            const auto& a = cfg.camera.cameras[i];
+            const auto& b = cfg.camera.cameras[j];
+            if (a.enabled && b.enabled && a.label == b.label)
+                throw std::runtime_error("Camera." + a.name + " and Camera." + b.name +
+                                         " both have label '" + a.label +
+                                         "': each camera needs its own (its output folder)");
+        }
 
     std::string out = get(kv, "Paths.output_dir");
     cfg.paths.output_dir = out.empty() ? paths::defaultOutputDir() : paths::expandUser(out);
@@ -398,6 +488,12 @@ AppConfig ConfigLoader::fromMap(const std::map<std::string, std::string>& kv) {
     cfg.features.enable_serial = getBool(kv, "Features.enable_serial", cfg.features.enable_serial);
     cfg.features.enable_imu    = getBool(kv, "Features.enable_imu", cfg.features.enable_imu);
     cfg.features.mock_camera   = getBool(kv, "Features.mock_camera", cfg.features.mock_camera);
+    {
+        const std::string size = get(kv, "Features.mock_camera_size", "small");
+        if (size != "small" && size != "full")
+            throw std::runtime_error("Features.mock_camera_size must be small or full");
+        cfg.features.mock_camera_full = size == "full";
+    }
     cfg.features.mock_serial   = getBool(kv, "Features.mock_serial", cfg.features.mock_serial);
     cfg.features.mock_imu      = getBool(kv, "Features.mock_imu", cfg.features.mock_imu);
     cfg.features.enable_env    = getBool(kv, "Features.enable_env", cfg.features.enable_env);
@@ -722,6 +818,7 @@ AppConfig ConfigLoader::loadFromFile(const std::string& path, const std::string&
     }
     // Same for each camera's profile directory.
     for (auto& c : cfg.camera.cameras) {
+        if (c.profile_dir.empty()) continue;   // a thermal camera has none
         std::filesystem::path pd(paths::expandUser(c.profile_dir));
         if (pd.is_relative()) pd = std::filesystem::path(path).parent_path() / pd;
         c.profile_dir = pd.lexically_normal().string();

src/core/HelpText.cpp

@@ -35,7 +35,7 @@ const std::vector<HelpSection>& helpCatalog() {
                 "Pitch defaults to 0 (level); a yaw-only tower ignores it. Key p pans",
                 "30 deg around the current aim.",
                 "Example:  mode pan 90 30"}},
-            {"mode manual", "Stop scanning; aim by hand (key m). Cancels a running procedure.", {}},
+            {"mode manual", "Stop scanning, and the gimbal where it is; aim by hand (key m). Cancels a running procedure.", {}},
         }},
         {"Capture", "Images and cameras. Manual mode, homed gimbal.", {
             {"snapshot", "Take one image now (key Space).", {
@@ -49,10 +49,17 @@ const std::vector<HelpSection>& helpCatalog() {
                 "setup or test."}},
             {"set camera profile [<camera>] <name>", "Switch a camera's VimbaX settings profile.", {
                 "<name> is an XML stem in that camera's profile_dir. The camera may be",
-                "omitted when only one is configured.",
+                "omitted when only one colour camera is configured. For the thermal",
+                "camera it only picks the timing block.",
                 "Example:  set camera profile night"}},
-            {"camera reset", "Reboot the cameras and restore their profiles.", {
+            {"camera reset [<camera>]", "Reboot the cameras and restore their profiles.", {
-                "For a stream that has stopped and will not restart. Takes seconds."}},
+                "For a stream that has stopped and will not restart. Takes seconds.",
+                "Name one camera (block name or label) to reset only that one."}},
+            {"camera calib [<profile>]", "The thermal camera's calibration profile.", {
+                "Bare: which profile, and its K per count. With a number: switch (about",
+                "3 s, no thermal frames meanwhile). Profile 0 is -40..120 degC at",
+                "0.01 K per count, 1 is 0..600 degC at 0.02 K. Every CamEvent says",
+                "which one its image was taken on (cal)."}},
         }},
         {"Positioning", "Yaw is a true bearing (0 = north); pitch is elevation (0 = level).", {
             {"gimbal move <yaw>[,<pitch>]", "Point at a bearing/elevation in degrees.", {
@@ -122,6 +129,9 @@ const std::vector<HelpSection>& helpCatalog() {
             {"help [topic]", "This list; 'help <topic>' adds detail.", {
                 "Example:  help capture   /   help positioning"}},
             {"cancel", "Cancel the running test, homing or calibration.", {}},
+            {"thermal [resume|off|on]", "CPU heat, and the scan slowed or paused for it.", {
+                "Bare: temperature, clock, throttling, and the scan's pace. Any mode.",
+                "resume: back to full pace now; off/on: the guard, until restart."}},
             {"debug", "Toggle debug-level logging.", {}},
             {"trace <serial|mqtt|camera|control|all|off> [on|off]", "Toggle wire-trace categories.", {
                 "Example:  trace serial on"}},

src/core/HostMetrics.cpp

@@ -1,5 +1,6 @@
 #include "fgc/HostMetrics.h"
 
+#include <algorithm>
 #include <cstdlib>
 #include <filesystem>
 #include <fstream>
@@ -57,25 +58,160 @@ MemInfo parseMeminfo(const std::string& text) {
     return m;
 }
 
-ThermalInfo readThermal() {
+CpuTimes parseProcStatCpu(const std::string& text) {
+    CpuTimes t;
+    std::istringstream in(text);
+    std::string line;
+    while (std::getline(in, line)) {
+        std::istringstream ls(line);
+        std::string key;
+        if (!(ls >> key) || key != "cpu") continue;
+        // user nice system idle iowait irq softirq steal [guest guest_nice]
+        // guest time is already inside user/nice, so it is not added again.
+        long long v[8] = {0, 0, 0, 0, 0, 0, 0, 0};
+        int n = 0;
+        while (n < 8 && (ls >> v[n])) ++n;
+        if (n < 4) return t;
+        const long long idle = v[3] + v[4];
+        long long total = 0;
+        for (int i = 0; i < n; ++i) total += v[i];
+        t.ok = true;
+        t.total = total;
+        t.busy = total - idle;
+        return t;
+    }
+    return t;
+}
+
+double busyPercent(const CpuTimes& before, const CpuTimes& after) {
+    if (!before.ok || !after.ok) return -1.0;
+    const long long dt = after.total - before.total;
+    if (dt <= 0) return -1.0;
+    const double pct = 100.0 * static_cast<double>(after.busy - before.busy) / static_cast<double>(dt);
+    return pct < 0.0 ? 0.0 : (pct > 100.0 ? 100.0 : pct);
+}
+
+namespace {
+
+fs::path under(const std::string& root, const char* path) {
+    return fs::path(root.empty() ? "/" : root) / path;
+}
+
+// cpu0, cpu1, ... in number order - not cpufreq/, cpuidle/ and the rest.
+std::vector<fs::path> cpuDirs(const std::string& root) {
+    std::vector<std::pair<int, fs::path>> found;
+    std::error_code ec;
+    for (auto& e : fs::directory_iterator(under(root, "sys/devices/system/cpu"), ec)) {
+        const auto name = e.path().filename().string();
+        if (name.size() < 4 || name.rfind("cpu", 0) != 0) continue;
+        bool digits = true;
+        for (size_t i = 3; i < name.size(); ++i)
+            if (name[i] < '0' || name[i] > '9') digits = false;
+        if (digits) found.emplace_back(std::stoi(name.substr(3)), e.path());
+    }
+    std::sort(found.begin(), found.end(),
+              [](const auto& a, const auto& b) { return a.first < b.first; });
+    std::vector<fs::path> out;
+    for (auto& f : found) out.push_back(f.second);
+    return out;
+}
+
+// A sysfs number, or -1 when the file is missing or unreadable.
+long long readNumber(const fs::path& p) {
+    std::string s = readFile(p);
+    if (s.empty()) return -1;
+    try {
+        return std::stoll(s);
+    } catch (...) {
+        return -1;
+    }
+}
+
+}  // namespace
+
+CpuFreqInfo readCpuFreq(const std::string& root) {
+    CpuFreqInfo f;
+    double sum = 0.0;
+    for (const auto& dir : cpuDirs(root)) {
+        const long long cur = readNumber(dir / "cpufreq/scaling_cur_freq");   // kHz
+        if (cur < 0) continue;
+        f.core_mhz.push_back(static_cast<double>(cur) / 1000.0);
+        sum += static_cast<double>(cur) / 1000.0;
+        const long long hw = readNumber(dir / "cpufreq/cpuinfo_max_freq");
+        if (hw > 0) f.hw_max_mhz = std::max(f.hw_max_mhz, static_cast<double>(hw) / 1000.0);
+        const long long cap = readNumber(dir / "cpufreq/scaling_max_freq");
+        if (cap > 0) {
+            const double mhz = static_cast<double>(cap) / 1000.0;
+            f.cap_mhz = f.cap_mhz > 0.0 ? std::min(f.cap_mhz, mhz) : mhz;
+        }
+    }
+    if (!f.core_mhz.empty()) {
+        f.ok = true;
+        f.mean_mhz = sum / static_cast<double>(f.core_mhz.size());
+    }
+    return f;
+}
+
+ThrottleCount readThrottleCount(const std::string& root) {
+    ThrottleCount c;
+    bool package_seen = false;
+    for (const auto& dir : cpuDirs(root)) {
+        // Every core shows the same package count; take it once.
+        if (!package_seen) {
+            const long long pkg = readNumber(dir / "thermal_throttle/package_throttle_count");
+            if (pkg >= 0) {
+                package_seen = true;
+                c.ok = true;
+                c.events += pkg;
+            }
+        }
+        const long long core = readNumber(dir / "thermal_throttle/core_throttle_count");
+        if (core >= 0) {
+            c.ok = true;
+            c.events += core;
+        }
+    }
+    return c;
+}
+
+CpuTimes readCpuTimes(const std::string& root) {
+    // A fake tree without its own proc/stat uses the real one: how busy the CPU
+    // is stays real in a simulation (raise it with tools/thermal-sim/heat-load.sh).
+    const fs::path p = under(root, "proc/stat");
+    std::error_code ec;
+    return parseProcStatCpu(readFile(fs::exists(p, ec) ? p : fs::path("/proc/stat")));
+}
+
+ThermalInfo readThermal(const std::string& root_dir) {
     ThermalInfo t;
-    const fs::path root = "/sys/class/thermal";
+    const fs::path root = under(root_dir, "sys/class/thermal");
     std::error_code ec;
     if (!fs::exists(root, ec)) return t;
+    bool have_pkg = false;
     for (auto& e : fs::directory_iterator(root, ec)) {
         const auto name = e.path().filename().string();
         if (name.rfind("thermal_zone", 0) != 0) continue;
         std::string temp_s = readFile(e.path() / "temp");
         if (temp_s.empty()) continue;
         double c = parseMilliCelsius(temp_s);
-        if (!t.ok || c > t.max_temp_c) {
-            t.ok = true;
-            t.max_temp_c = c;
         std::string type = readFile(e.path() / "type");
         // strip trailing newline
         while (!type.empty() && (type.back() == '\n' || type.back() == '\r')) type.pop_back();
-            t.hottest_zone = type.empty() ? name : type;
+        if (type.empty()) type = name;
+        if (type == "x86_pkg_temp" && (!have_pkg || c > t.cpu_temp_c)) {
+            have_pkg = true;
+            t.cpu_temp_c = c;
+            t.cpu_zone   = type;
         }
+        if (!t.ok || c > t.max_temp_c) {
+            t.ok = true;
+            t.max_temp_c = c;
+            t.hottest_zone = type;
+        }
+    }
+    if (t.ok && !have_pkg) {
+        t.cpu_temp_c = t.max_temp_c;
+        t.cpu_zone   = t.hottest_zone;
     }
     return t;
 }

src/core/OperatingMode.cpp

@@ -106,7 +106,7 @@ bool allowedIn(Mode mode, const std::string& line) {
     const std::string& verb = w[0];
     const std::string  sub  = w.size() > 1 ? w[1] : "";
     if (verb == "help" || verb == "mode" || verb == "cancel" || verb == "exit" ||
-        verb == "debug" || verb == "trace")
+        verb == "debug" || verb == "trace" || verb == "thermal")
         return true;
     if (verb == "gimbal") return sub == "status" || sub == "dump";
     if (verb == "imu") return sub == "status" || sub == "config";

src/core/RawImage.cpp

@@ -1,5 +1,7 @@
 #include "fgc/RawImage.h"
 
+#include <cstring>
+
 namespace fgc {
 
 const char* layoutName(PixelLayout layout) {
@@ -8,6 +10,8 @@ const char* layoutName(PixelLayout layout) {
         case PixelLayout::RGB8:       return "RGB8";
         case PixelLayout::BayerRG8:   return "BayerRG8";
         case PixelLayout::BayerRG12p: return "BayerRG12p";
+        case PixelLayout::BayerRG12Packed: return "BayerRG12Packed";
+        case PixelLayout::Mono16:     return "Mono16";
         case PixelLayout::Unknown:    break;
     }
     return "Unknown";
@@ -15,13 +19,15 @@ const char* layoutName(PixelLayout layout) {
 
 PixelLayout layoutFromName(const std::string& name) {
     for (PixelLayout l : {PixelLayout::Mono8, PixelLayout::RGB8, PixelLayout::BayerRG8,
-                          PixelLayout::BayerRG12p})
+                          PixelLayout::BayerRG12p, PixelLayout::BayerRG12Packed,
+                          PixelLayout::Mono16})
         if (name == layoutName(l)) return l;
     return PixelLayout::Unknown;
 }
 
 bool layoutIsBayer(PixelLayout layout) {
-    return layout == PixelLayout::BayerRG8 || layout == PixelLayout::BayerRG12p;
+    return layout == PixelLayout::BayerRG8 || layout == PixelLayout::BayerRG12p ||
+           layout == PixelLayout::BayerRG12Packed;
 }
 
 int layoutBits(PixelLayout layout) {
@@ -29,7 +35,9 @@ int layoutBits(PixelLayout layout) {
         case PixelLayout::Mono8:
         case PixelLayout::RGB8:
         case PixelLayout::BayerRG8:   return 8;
-        case PixelLayout::BayerRG12p: return 12;
+        case PixelLayout::BayerRG12p:
+        case PixelLayout::BayerRG12Packed: return 12;
+        case PixelLayout::Mono16:     return 16;
         case PixelLayout::Unknown:    break;
     }
     return 0;
@@ -41,7 +49,9 @@ size_t layoutFrameBytes(PixelLayout layout, uint32_t width, uint32_t height) {
         case PixelLayout::Mono8:
         case PixelLayout::BayerRG8:   return n;
         case PixelLayout::RGB8:       return n * 3;
-        case PixelLayout::BayerRG12p: return (n * 3 + 1) / 2;
+        case PixelLayout::BayerRG12p:
+        case PixelLayout::BayerRG12Packed: return (n * 3 + 1) / 2;
+        case PixelLayout::Mono16:     return n * 2;
         case PixelLayout::Unknown:    break;
     }
     return 0;
@@ -49,12 +59,24 @@ size_t layoutFrameBytes(PixelLayout layout, uint32_t width, uint32_t height) {
 
 namespace {
 
+inline uint16_t px16(const uint8_t* in, size_t i) {
+    uint16_t v;
+    std::memcpy(&v, in + i * 2, sizeof v);   // host order, possibly unaligned
+    return v;
+}
+
 inline uint16_t px12p(const uint8_t* in, size_t i) {
     const uint8_t* p = in + (i >> 1) * 3;
     return (i & 1) == 0 ? static_cast<uint16_t>(p[0] | ((p[1] & 0x0F) << 8))
                         : static_cast<uint16_t>((p[1] >> 4) | (p[2] << 4));
 }
 
+inline uint16_t px12Packed(const uint8_t* in, size_t i) {
+    const uint8_t* p = in + (i >> 1) * 3;
+    return (i & 1) == 0 ? static_cast<uint16_t>((p[0] << 4) | (p[1] & 0x0F))
+                        : static_cast<uint16_t>((p[2] << 4) | (p[1] >> 4));
+}
+
 }  // namespace
 
 void unpack12p(const uint8_t* in, uint16_t* out, size_t pixels) {
@@ -66,6 +88,20 @@ void unpack12p(const uint8_t* in, uint16_t* out, size_t pixels) {
     if (pixels & 1) out[0] = static_cast<uint16_t>(in[0] | ((in[1] & 0x0F) << 8));
 }
 
+void unpack12Packed(const uint8_t* in, uint16_t* out, size_t pixels) {
+    const size_t pairs = pixels / 2;
+    for (size_t k = 0; k < pairs; ++k, in += 3, out += 2) {
+        out[0] = static_cast<uint16_t>((in[0] << 4) | (in[1] & 0x0F));
+        out[1] = static_cast<uint16_t>((in[2] << 4) | (in[1] >> 4));
+    }
+    if (pixels & 1) out[0] = static_cast<uint16_t>((in[0] << 4) | (in[1] & 0x0F));
+}
+
+void unpack12(PixelLayout layout, const uint8_t* in, uint16_t* out, size_t pixels) {
+    if (layout == PixelLayout::BayerRG12Packed) unpack12Packed(in, out, pixels);
+    else                                        unpack12p(in, out, pixels);
+}
+
 BrightnessSample sampleBrightness(const uint8_t* frame, size_t bytes, PixelLayout layout,
                                   uint32_t width, uint32_t height, size_t stride) {
     BrightnessSample s;
@@ -79,7 +115,10 @@ BrightnessSample sampleBrightness(const uint8_t* frame, size_t bytes, PixelLayou
     double       sum = 0;
     size_t       hi = 0;
     for (size_t i = 0; i < values; i += stride) {
-        double v = layout == PixelLayout::BayerRG12p ? px12p(frame, i) / 16.0 : frame[i];
+        double v = layout == PixelLayout::BayerRG12p      ? px12p(frame, i) / 16.0
+                 : layout == PixelLayout::BayerRG12Packed ? px12Packed(frame, i) / 16.0
+                 : layout == PixelLayout::Mono16          ? px16(frame, i) / 256.0
+                                                          : frame[i];
         sum += v;
         hi += v >= 250.0;
         ++s.samples;

src/core/TestRunner.cpp

@@ -1097,13 +1097,26 @@ void TestRunner::testHwEnv(TestReport& r) {
     }
 
     setProgress(s.id, 2, 2, "reading sensor");
+    std::optional<EnvSample> sample = hw_.env ? hw_.env->sample() : std::nullopt;
+    // The firmware reads its DHT11 every 10 s, the first time 2 s after it
+    // starts, so a run straight after the host connected may have no reading
+    // yet: install-tower --verify failed on rietschen 1.4 s into its run, 36 s
+    // after the same test had passed. Wait one read period before calling it
+    // missing.
+    if (hw_.env && !sample && on_mcu) {
+        const auto deadline = clock_t_::now() + 12s;
+        while (!sample && clock_t_::now() < deadline && !cancelled()) {
+            std::this_thread::sleep_for(200ms);
+            sample = hw_.env->sample();
+        }
+    }
     CheckResult m;
     if (!hw_.env) {
         m.pass   = false;
         m.detail = "declared as '" + hw_.declared->env +
                    "' but no sensor was built -- check [Env] i2c_device; the declaration itself is "
                    "what enables it";
-    } else if (auto sample = hw_.env->sample()) {
+    } else if (sample) {
         m.detail = "CRC-valid reading from " + hw_.env->name();
     } else if (on_mcu) {
         m.pass   = false;
@@ -1298,8 +1311,12 @@ void TestRunner::testCamera(TestReport& r) {
                            f.channels != run.channels) {
                     run.consistent = false;
                 }
-                if (f.data.size() != static_cast<size_t>(f.width) * f.height * f.channels)
+                // By layout where it is known: packed 12-bit and 16-bit counts are
-                    run.consistent = false;
+                // not one byte per value.
+                const size_t expect = f.layout != PixelLayout::Unknown
+                                          ? layoutFrameBytes(f.layout, f.width, f.height)
+                                          : static_cast<size_t>(f.width) * f.height * f.channels;
+                if (f.data.size() != expect) run.consistent = false;
                 ++run.got;
             }
             const double secs = std::chrono::duration<double>(
@@ -1316,6 +1333,17 @@ void TestRunner::testCamera(TestReport& r) {
 
         if (!want_dark && !want_bright) continue;
 
+        // A thermal camera has no exposure to force: dark and bright are checks
+        // for a colour camera.
+        {
+            double elo = 0, ehi = 0;
+            if (!cam->featureRange(i, "ExposureTime", elo, ehi)) {
+                if (want_dark) sd.notes.push_back(cn + ": not applicable (no exposure control)");
+                if (want_bright) sb.notes.push_back(cn + ": not applicable (no exposure control)");
+                continue;
+            }
+        }
+
         // From here the camera is off its profile. It is put back below on every
         // path out of these phases, and a failure to put it back is a failure of
         // the test.

src/core/ThermalGuard.cpp

@@ -0,0 +1,321 @@
+#include "fgc/ThermalGuard.h"
+
+#include <algorithm>
+#include <cstdio>
+
+namespace fgc {
+
+namespace {
+
+constexpr long long kMinuteMs = 60000;
+// How much longer than one save the slowed interval is: the saver then runs
+// about two-thirds busy, not flat out.
+constexpr double kSaveHeadroom = 1.5;
+
+std::string seconds(long long ms) {
+    const long long s = (ms + 500) / 1000;
+    if (s < 120) return std::to_string(s) + " s";
+    return std::to_string((s + 30) / 60) + " min";
+}
+
+std::string factorText(double f) {
+    char b[16];
+    std::snprintf(b, sizeof(b), "%g", f);
+    return b;
+}
+
+}  // namespace
+
+std::string celsiusText(double c) {
+    char b[24];
+    std::snprintf(b, sizeof(b), "%.0f \xC2\xB0""C", c);
+    return b;
+}
+
+std::string ghzText(double mhz) {
+    char b[24];
+    std::snprintf(b, sizeof(b), "%.1f GHz", mhz / 1000.0);
+    return b;
+}
+
+const char* guardStateName(GuardState s) {
+    switch (s) {
+        case GuardState::Normal: return "normal";
+        case GuardState::Slowed: return "slowed";
+        case GuardState::Paused: return "paused";
+    }
+    return "?";
+}
+
+// ---- ThrottleWatch -----------------------------------------------------------
+
+long long ThrottleWatch::eventsLastMinute() const {
+    long long n = 0;
+    for (const auto& e : recent_) n += e.second;
+    return n;
+}
+
+void ThrottleWatch::update(const HostReading& r, std::vector<GuardLog>& log) {
+    // Counter rise since the last sample. A counter that went backwards (the
+    // driver reloaded, or a simulation reset it) is a fresh start, not throttling.
+    long long rise = 0;
+    if (r.count_ok) {
+        if (have_count_ && r.throttle_count > last_count_) rise = r.throttle_count - last_count_;
+        last_count_ = r.throttle_count;
+        have_count_ = true;
+    }
+    // A low clock while busy, two samples running: one low sample is as likely
+    // the governor catching up with a burst.
+    const bool low_clock = r.clock_ok && r.hw_max_mhz > 0.0 && r.busy_pct >= 0.0 &&
+                           r.mhz < r.hw_max_mhz * p_.clock_low_pct / 100.0 &&
+                           r.busy_pct >= p_.busy_high_pct;
+    low_clock_run_ = low_clock ? low_clock_run_ + 1 : 0;
+    const bool by_clock = low_clock_run_ >= 2;
+
+    while (!recent_.empty() && r.now_ms - recent_.front().first >= kMinuteMs) recent_.pop_front();
+
+    if (rise > 0 || by_clock) {
+        events_total_ += rise;
+        recent_.emplace_back(r.now_ms, rise);
+        last_seen_ms_ = r.now_ms;
+        cause_ = rise > 0 && by_clock ? "counters and clock" : (rise > 0 ? "counters" : "clock");
+        const std::string where =
+            (r.temp_ok ? celsiusText(r.cpu_c) + ", " : std::string()) +
+            (r.clock_ok ? "running at " + ghzText(r.mhz) +
+                              (r.hw_max_mhz > 0.0 ? " of " + ghzText(r.hw_max_mhz) : std::string())
+                        : std::string());
+        if (!throttling_) {
+            throttling_ = true;
+            last_summary_ms_ = r.now_ms;
+            log.emplace_back(GuardLevel::Warn,
+                             rise > 0 ? "CPU is slowing itself to stay cool: " + where
+                                      : "CPU is running slow while busy (judged from its clock, "
+                                        "not the kernel's count): " + where);
+        } else if (r.now_ms - last_summary_ms_ >= kMinuteMs) {
+            last_summary_ms_ = r.now_ms;
+            const long long n = eventsLastMinute();
+            log.emplace_back(GuardLevel::Warn,
+                             "CPU still slowed: " +
+                                 (n > 0 ? std::to_string(n) + " times in the last minute"
+                                        : std::string("clock low all minute")) +
+                                 ", " + where);
+        }
+    } else if (throttling_ && r.now_ms - last_seen_ms_ >= kMinuteMs) {
+        throttling_ = false;
+        // No clock here: a CPU with nothing to do idles at a low clock, and
+        // "back to full speed: 0.8 GHz" (seen on tower 111) reads as a contradiction.
+        log.emplace_back(GuardLevel::Info,
+                         "CPU no longer slowed" +
+                             (r.temp_ok ? ": " + celsiusText(r.cpu_c) : std::string()));
+    }
+}
+
+// ---- ThermalGuard ------------------------------------------------------------
+
+ThermalGuard::ThermalGuard(const ThermalParams& p) : p_(p), watch_(p), enabled_(p.enabled) {}
+
+long long ThermalGuard::heldForSaveMs() const {
+    return held_since_ms_ >= 0 && have_last_ ? last_.now_ms - held_since_ms_ : 0;
+}
+
+long long ThermalGuard::pausedForMs() const {
+    return state_ == GuardState::Paused && have_last_ ? last_.now_ms - paused_at_ms_ : 0;
+}
+
+double ThermalGuard::heldSharePct() const {
+    if (held_hist_.size() < 2) return -1.0;
+    const auto& a = held_hist_.front();
+    const auto& b = held_hist_.back();
+    const long long span = b.first - a.first;
+    if (span < kMinuteMs / 2) return -1.0;
+    const double pct = 100.0 * static_cast<double>(b.second - a.second) / static_cast<double>(span);
+    return pct < 0.0 ? 0.0 : (pct > 100.0 ? 100.0 : pct);
+}
+
+// Slowed: slow_factor, or kSaveHeadroom x what one picture takes to save per worker,
+// whichever is longer - so a slow saver gets headroom, not a scan that waits
+// on it at every waypoint. The last save time seen is kept: after a pause there
+// is none for a while, and the pace should not forget why it was slowed.
+void ThermalGuard::updateScale(const HostReading& r) {
+    if (r.save_ms_mean > 0.0) last_save_ms_ = r.save_ms_mean;
+    need_scale_ = 0.0;
+    if (r.base_interval_ms > 0.0 && last_save_ms_ > 0.0)
+        need_scale_ = kSaveHeadroom * last_save_ms_ / std::max(1, r.save_workers) / r.base_interval_ms;
+    scale_ = std::min(std::max(p_.slow_factor, need_scale_), 10.0);
+}
+
+std::string ThermalGuard::paceText() const {
+    if (last_.base_interval_ms > 0.0) {
+        char b[64];
+        std::snprintf(b, sizeof(b), "one picture every %.1f s instead of %.1f",
+                      last_.base_interval_ms * scale_ / 1000.0, last_.base_interval_ms / 1000.0);
+        return b;
+    }
+    return "pictures " + factorText(scale_) + "x further apart";
+}
+
+void ThermalGuard::enter(GuardState s, const std::string& why, std::vector<GuardLog>& log) {
+    const GuardState was = state_;
+    state_  = s;
+    reason_ = s == GuardState::Normal ? std::string() : why;
+    calm_since_ms_ = -1;
+    overload_since_ms_ = -1;
+    const long long now = last_.now_ms;
+    const std::string temp = last_.temp_ok ? "CPU at " + celsiusText(last_.cpu_c) : "CPU";
+    switch (s) {
+        case GuardState::Slowed:
+            slowed_at_ms_ = now;
+            if (was == GuardState::Paused)
+                log.emplace_back(GuardLevel::Info,
+                                 temp + ": pictures resume, " + paceText() +
+                                     " until it has been calm for " + seconds(p_.calm_s * 1000LL));
+            else if (why.rfind("Saving", 0) == 0)
+                log.emplace_back(GuardLevel::Warn,
+                                 why + ": " + paceText() + " until saving is fast enough for "
+                                     "the normal pace, for " + seconds(p_.calm_s * 1000LL));
+            else
+                log.emplace_back(GuardLevel::Warn,
+                                 why + ": " + paceText() + " until the CPU is below " +
+                                     celsiusText(p_.slow_c - p_.hysteresis_c) +
+                                     " and keeping up for " + seconds(p_.calm_s * 1000LL));
+            break;
+        case GuardState::Paused:
+            paused_at_ms_ = now;
+            log.emplace_back(GuardLevel::Warn,
+                             why + ": pausing pictures for at least " +
+                                 seconds(p_.min_pause_s * 1000LL) + ", until the CPU is at " +
+                                 celsiusText(p_.resume_c) + " or below and saving has caught up");
+            break;
+        case GuardState::Normal:
+            log.emplace_back(GuardLevel::Info, temp + ": back to the normal picture pace");
+            break;
+    }
+}
+
+std::vector<GuardLog> ThermalGuard::update(const HostReading& r) {
+    std::vector<GuardLog> log;
+    last_      = r;
+    have_last_ = true;
+    watch_.update(r, log);
+
+    const long long now = r.now_ms;
+    hot_since_ms_  = r.temp_ok && r.cpu_c >= p_.pause_c ? (hot_since_ms_ >= 0 ? hot_since_ms_ : now) : -1;
+    held_since_ms_ = r.held_for_save ? (held_since_ms_ >= 0 ? held_since_ms_ : now) : -1;
+    // The waiting total only rises; one that fell is a restarted count.
+    if (!held_hist_.empty() && r.held_total_ms < held_hist_.back().second) held_hist_.clear();
+    held_hist_.emplace_back(now, r.held_total_ms);
+    while (held_hist_.size() > 1 && now - held_hist_.front().first > kMinuteMs) held_hist_.pop_front();
+    updateScale(r);
+    if (!enabled_) return log;
+
+    const long long hot_ms  = hot_since_ms_ >= 0 ? now - hot_since_ms_ : 0;
+    const long long held_ms = heldForSaveMs();
+    const double    share   = heldSharePct();
+    const bool      bottleneck = share >= p_.held_share_pct;
+    auto shareText = [&] {
+        return "Saving kept the scan waiting " + std::to_string(static_cast<int>(share + 0.5)) +
+               "% of the last minute";
+    };
+
+    // Pause: from either running state.
+    if (state_ != GuardState::Paused) {
+        if (hot_since_ms_ >= 0 && hot_ms >= p_.pause_after_s * 1000LL) {
+            enter(GuardState::Paused,
+                  "CPU at " + celsiusText(r.cpu_c) + " for " + seconds(hot_ms), log);
+            return log;
+        }
+        if (held_since_ms_ >= 0 && held_ms >= p_.held_pause_s * 1000LL) {
+            enter(GuardState::Paused,
+                  "Saving has kept the scan waiting for " + seconds(held_ms), log);
+            return log;
+        }
+        // Slowed, and saving still the bottleneck once the minute it is judged
+        // over holds only slowed pictures: the slower pace did not help.
+        if (state_ == GuardState::Slowed) {
+            const bool judged = now - slowed_at_ms_ >= kMinuteMs;
+            overload_since_ms_ = judged && bottleneck
+                                     ? (overload_since_ms_ >= 0 ? overload_since_ms_ : now)
+                                     : -1;
+            if (overload_since_ms_ >= 0 && now - overload_since_ms_ >= p_.held_pause_s * 1000LL) {
+                enter(GuardState::Paused, shareText() + ", even slowed", log);
+                return log;
+            }
+        }
+    }
+
+    switch (state_) {
+        case GuardState::Normal: {
+            std::string why;
+            if (r.temp_ok && r.cpu_c >= p_.slow_c) why = "CPU at " + celsiusText(r.cpu_c);
+            else if (watch_.throttling()) why = "CPU is slowing itself down";
+            else if (held_since_ms_ >= 0 && held_ms >= p_.held_slow_s * 1000LL)
+                why = "Saving has kept the scan waiting for " + seconds(held_ms);
+            else if (bottleneck) why = shareText();
+            if (!why.empty()) enter(GuardState::Slowed, why, log);
+            break;
+        }
+        case GuardState::Slowed: {
+            // Calm: cool enough, not throttling, not waiting for saving now, and
+            // under half of held_share_pct over the minute - a brief wait now and
+            // then is a saver with headroom, as it should be.
+            // And the normal pace must fit what saving takes now: a saver that is
+            // simply too slow for it would overload again at once, and flap.
+            const bool calm = !(r.temp_ok && r.cpu_c >= p_.slow_c - p_.hysteresis_c) &&
+                              !watch_.throttling() && held_since_ms_ < 0 &&
+                              !(share >= p_.held_share_pct / 2.0) && need_scale_ <= 1.0;
+            if (!calm) {
+                calm_since_ms_ = -1;
+            } else {
+                if (calm_since_ms_ < 0) calm_since_ms_ = now;
+                if (now - calm_since_ms_ >= p_.calm_s * 1000LL) enter(GuardState::Normal, "", log);
+            }
+            break;
+        }
+        case GuardState::Paused: {
+            // Saving drains while paused; resume once it has and the CPU cooled.
+            const bool cool = !r.temp_ok || r.cpu_c <= p_.resume_c;
+            if (now - paused_at_ms_ >= p_.min_pause_s * 1000LL && cool && r.save_pending == 0)
+                enter(GuardState::Slowed, "Resuming after a pause", log);
+            break;
+        }
+    }
+    return log;
+}
+
+std::vector<GuardLog> ThermalGuard::forceResume(long long now_ms) {
+    std::vector<GuardLog> log;
+    hot_since_ms_ = held_since_ms_ = calm_since_ms_ = overload_since_ms_ = -1;
+    held_hist_.clear();
+    if (have_last_) last_.now_ms = now_ms;
+    if (state_ != GuardState::Normal) {
+        state_  = GuardState::Normal;
+        reason_.clear();
+        log.emplace_back(GuardLevel::Info,
+                         "thermal resume: back to the normal picture pace (the CPU is still "
+                         "watched; it will slow or pause again if it stays hot)");
+    } else {
+        log.emplace_back(GuardLevel::Info, "thermal resume: already at the normal picture pace");
+    }
+    return log;
+}
+
+std::vector<GuardLog> ThermalGuard::setEnabled(bool on, long long now_ms) {
+    std::vector<GuardLog> log;
+    if (on == enabled_) {
+        log.emplace_back(GuardLevel::Info, std::string("CPU guard already ") + (on ? "on" : "off"));
+        return log;
+    }
+    enabled_ = on;
+    hot_since_ms_ = held_since_ms_ = calm_since_ms_ = overload_since_ms_ = -1;
+    held_hist_.clear();
+    if (have_last_) last_.now_ms = now_ms;
+    state_ = GuardState::Normal;
+    reason_.clear();
+    log.emplace_back(on ? GuardLevel::Info : GuardLevel::Warn,
+                     on ? "CPU guard on: the scan slows or pauses when the CPU runs hot"
+                        : "CPU guard off until restart: the scan keeps full pace however hot the "
+                          "CPU runs (temperature and throttling are still shown and logged)");
+    return log;
+}
+
+}  // namespace fgc

src/core/ThermalStats.cpp

@@ -0,0 +1,51 @@
+#include "fgc/ThermalStats.h"
+
+#include <cmath>
+#include <vector>
+
+namespace fgc {
+
+int countsToDeciC(uint32_t count, double kelvin_per_count) {
+    return static_cast<int>(std::lround((count * kelvin_per_count - 273.15) * 10.0));
+}
+
+ThermalStats thermalStats(const uint16_t* counts, uint32_t width, uint32_t height,
+                          const ThermalFrameInfo& info) {
+    ThermalStats s;
+    if (!counts || width == 0 || height == 0) return s;
+
+    // A histogram gives the median in one pass with no copy of the frame, and
+    // 64k bins are cheaper than sorting 300k values.
+    std::vector<uint32_t> hist(65536, 0);
+    const size_t n   = static_cast<size_t>(width) * height;
+    size_t       at  = 0;
+    uint16_t     max = 0;
+    for (size_t i = 0; i < n; ++i) {
+        const uint16_t c = counts[i];
+        if (c == 0 || c > info.valid_count_max) continue;
+        ++hist[c];
+        ++s.valid_pixels;
+        if (c > max) { max = c; at = i; }
+    }
+    if (s.valid_pixels == 0) return s;
+
+    // The lower median: the ((n-1)/2)-th value in sorted order.
+    const size_t want = (s.valid_pixels - 1) / 2;
+    size_t       seen = 0;
+    uint32_t     med  = 0;
+    for (uint32_t c = 1; c < hist.size(); ++c) {
+        seen += hist[c];
+        if (seen > want) { med = c; break; }
+    }
+
+    s.valid        = true;
+    s.max_count    = max;
+    s.median_count = static_cast<uint16_t>(med);
+    s.tmax_decic   = countsToDeciC(max, info.kelvin_per_count);
+    s.tmed_decic   = countsToDeciC(med, info.kelvin_per_count);
+    s.hotx         = (static_cast<double>(at % width) + 0.5) / width;
+    s.hoty         = (static_cast<double>(at / width) + 0.5) / height;
+    return s;
+}
+
+}  // namespace fgc

src/mqtt/MqttControlChannel.cpp

@@ -12,6 +12,8 @@ namespace {
 constexpr int  kQos = 1;
 const auto     kConnectTimeout = std::chrono::seconds(5);
 const auto     kPublishTimeout = std::chrono::seconds(3);
+constexpr size_t kOutboxMax = 64;
+const auto     kOutboxFlush = std::chrono::seconds(5);
 }  // namespace
 
 MqttControlChannel::MqttControlChannel(const std::string& broker_uri, const std::string& tower,
@@ -20,6 +22,7 @@ MqttControlChannel::MqttControlChannel(const std::string& broker_uri, const std:
       tower_(tower),
       topic_status_(towerTopic(tower, kTopicStatusCode)),
       topic_cam_event_(towerTopic(tower, kTopicCamEvent)),
+      topic_health_(towerTopic(tower, kTopicHealth)),
       topic_command_(towerTopic(tower, kTopicCommand)),
       topic_command_reply_(towerTopic(tower, kTopicCommandReply)),
       client_(broker_uri, tower) {
@@ -29,9 +32,60 @@ MqttControlChannel::MqttControlChannel(const std::string& broker_uri, const std:
     if (!user.empty()) conn_opts_.set_user_name(user);
     if (!password.empty()) conn_opts_.set_password(password);
     client_.set_callback(*this);
+    outbox_thread_ = std::thread(&MqttControlChannel::runOutbox, this);
 }
 
-MqttControlChannel::~MqttControlChannel() { disconnect(); }
+MqttControlChannel::~MqttControlChannel() {
+    disconnect();
+    stopOutbox();
+}
+
+void MqttControlChannel::post(const std::string& topic, const std::string& payload) {
+    {
+        std::lock_guard<std::mutex> lock(outbox_mutex_);
+        if (outbox_.size() >= kOutboxMax) {
+            history_.record(/*outbound=*/true, Delivery::Dropped, outbox_.front().first,
+                            outbox_.front().second);
+            outbox_.pop_front();
+        }
+        outbox_.emplace_back(topic, payload);
+    }
+    outbox_cv_.notify_one();
+}
+
+void MqttControlChannel::runOutbox() {
+    std::unique_lock<std::mutex> lock(outbox_mutex_);
+    for (;;) {
+        outbox_cv_.wait(lock, [this] { return outbox_stop_ || !outbox_.empty(); });
+        if (outbox_.empty()) return;   // stopping, and nothing left
+        auto m = std::move(outbox_.front());
+        outbox_.pop_front();
+        lock.unlock();
+        publish(m.first, m.second);
+        lock.lock();
+    }
+}
+
+void MqttControlChannel::stopOutbox() {
+    if (!outbox_thread_.joinable()) return;
+    // Give what is waiting a few seconds to go out; drop (and record) the rest.
+    const auto deadline = std::chrono::steady_clock::now() + kOutboxFlush;
+    for (;;) {
+        {
+            std::lock_guard<std::mutex> lock(outbox_mutex_);
+            if (outbox_.empty() || std::chrono::steady_clock::now() >= deadline) {
+                for (const auto& m : outbox_)
+                    history_.record(/*outbound=*/true, Delivery::Dropped, m.first, m.second);
+                outbox_.clear();
+                outbox_stop_ = true;
+                break;
+            }
+        }
+        std::this_thread::sleep_for(std::chrono::milliseconds(20));
+    }
+    outbox_cv_.notify_all();
+    outbox_thread_.join();
+}
 
 bool MqttControlChannel::connect() {
     try {
@@ -47,6 +101,7 @@ bool MqttControlChannel::connect() {
 }
 
 void MqttControlChannel::disconnect() {
+    stopOutbox();   // the last pictures' events go out before the link closes
     if (!client_.is_connected()) return;
     try {
         client_.disconnect()->wait();
@@ -66,22 +121,28 @@ void MqttControlChannel::connected(const std::string& /*cause*/) {
     // Say the mode again: whoever watches StatusCode may have missed changes
     // while the link was down. Not waited on - this runs on Paho's callback
     // thread, which is the one that would deliver the acknowledgement.
-    std::string status;
+    // Health likewise: a paused tower must not look healthy to a page that
+    // subscribed while the link was down.
+    std::string status, health;
     {
         std::lock_guard<std::mutex> lock(mutex_);
         status = last_status_;
+        health = last_health_;
     }
-    if (!status.empty()) {
+    auto republish = [this](const std::string& topic, const std::string& payload) {
+        if (payload.empty()) return;
         try {
-            auto msg = mqtt::make_message(topic_status_, status);
+            auto msg = mqtt::make_message(topic, payload);
             msg->set_qos(kQos);
             msg->set_retained(true);
             client_.publish(msg);
-            history_.record(/*outbound=*/true, Delivery::Ok, topic_status_, status);
+            history_.record(/*outbound=*/true, Delivery::Ok, topic, payload);
         } catch (const mqtt::exception& e) {
-            LOG_WARN << "MQTT status republish failed: " << e.what();
+            LOG_WARN << "MQTT republish of " << topic << " failed: " << e.what();
-        }
         }
+    };
+    republish(topic_status_, status);
+    republish(topic_health_, health);
 }
 
 void MqttControlChannel::connection_lost(const std::string& cause) {
@@ -160,7 +221,16 @@ void MqttControlChannel::publishStatus(int code) {
 }
 
 void MqttControlChannel::publishCamEvent(const CamEvent& e) {
-    publish(topic_cam_event_, camEventJson(e));
+    post(topic_cam_event_, camEventJson(e));
+}
+
+void MqttControlChannel::publishHealth(const HealthReport& h) {
+    const std::string payload = healthJson(h);
+    {
+        std::lock_guard<std::mutex> lock(mutex_);
+        last_health_ = payload;
+    }
+    post(topic_health_, payload);
 }
 
 }  // namespace fgc

src/ui/TuiUi.cpp

@@ -369,9 +369,23 @@ Element sensorsPanel(const SensorsView& s) {
                             ? (text(" IMU CFG ") | color(Color::Red) | bold)
                             : text("");
     Element fan_badge = s.fan_alert ? (text(" FAN ") | color(Color::Red) | bold) : text("");
+    Element cpu_badge = s.cpu_badge.empty()
+                            ? text("")
+                            : (text(" " + s.cpu_badge + " ") |
+                               color(s.cpu_badge_red ? Color::Red : Color::Yellow) | bold);
     return panel("[s] SENSORS", Color::Magenta,
                  vbox({group(s.imu, std::move(imu_badge)), separator(),
-                       group(s.env, std::move(fan_badge))}));
+                       group(s.env, std::move(fan_badge)), separator(),
+                       group(s.host, std::move(cpu_badge))}));
+}
+
+// "max 301.5 °C  median 18.7 °C  cal 0" for the last thermal picture.
+Element thermalLine(const CaptureView& c) {
+    if (!c.thermal_stats_ok)
+        return text("no valid pixels  cal " + std::to_string(c.thermal_cal)) | color(Color::Yellow);
+    return hbox({text("max " + num(c.thermal_max_c, 1) + " \xC2\xB0" "C") | bold,
+                 text("  median " + num(c.thermal_med_c, 1) + " \xC2\xB0" "C") | dim,
+                 text("  cal " + std::to_string(c.thermal_cal)) | dim});
 }
 
 Element cameraPanel(const CaptureView& c) {
@@ -412,6 +426,12 @@ Element cameraPanel(const CaptureView& c) {
     } else {
         rows.push_back(labelRow("last", text("\xE2\x80\x94") | dim));
     }
+    if (c.has_thermal) rows.push_back(labelRow("thermal", thermalLine(c)));
+    for (size_t i = 0; i < c.devices.size(); ++i)
+        if (!c.devices[i].offline.empty())
+            rows.push_back(labelRow("offline", text((i < c.labels.size() ? c.labels[i] : "?") +
+                                                    "  " + c.devices[i].offline) |
+                                                   color(Color::Yellow)));
     return panel("[c] CAMERAS", Color::Blue, vbox(std::move(rows)));
 }
 
@@ -437,12 +457,15 @@ Element cameraDetailPanel(const CaptureView& c, ScrollState& st) {
     for (size_t i = 0; i < c.devices.size(); ++i) {
         const CameraDeviceView& d = c.devices[i];
         std::string label = i < c.labels.size() ? c.labels[i] : ("cam" + std::to_string(i));
-        Element st = d.streaming ? (text("streaming") | color(Color::Green))
+        Element st = !d.offline.empty() ? (text("offline") | color(Color::Red))
+                     : d.streaming     ? (text("streaming") | color(Color::Green))
                                        : (text("stopped") | color(Color::Yellow));
         rows.push_back(hbox({text(label + "  ") | bold,
                              text(d.model.empty() ? "?" : d.model) | color(Color::Cyan),
                              text("  " + d.id) | dim, filler(), st}));
         rows.push_back(row("  serial", text(d.serial.empty() ? "—" : d.serial) | dim));
+        if (!d.offline.empty())
+            rows.push_back(row("  offline", text(d.offline) | color(Color::Red)));
         rows.push_back(row("  frame", text(std::to_string(d.width) + "x" + std::to_string(d.height) +
                                            "  " + num(d.payload_bytes / 1048576.0, 1) + " MB")));
         rows.push_back(row("  exposure", text(num(d.exposure_us, 0) + " us   gain " +
@@ -460,8 +483,17 @@ Element cameraDetailPanel(const CaptureView& c, ScrollState& st) {
     // --- Cameras: one block each, everything explicit ---
     const CameraConfigView& cf = c.config;
     rows.push_back(separator());
+    {
+        // Which backends: "Vimba X", "Vimba X + TarisIR".
+        std::string backends;
+        auto add = [&backends](const std::string& b) {
+            if (backends.find(b) == std::string::npos) backends += (backends.empty() ? "" : " + ") + b;
+        };
+        for (const auto& v : cf.cameras)
+            if (v.enabled) add(v.driver == "taris" ? "TarisIR" : "Vimba X");
         rows.push_back(hbox({text("CAMERAS") | bold | color(Color::Blue),
-                         text(cf.mock ? "  MOCK (simulated)" : "  Vimba X") | dim}));
+                             text(cf.mock ? "  MOCK (simulated)" : "  " + backends) | dim}));
+    }
     if (cf.cameras.empty()) rows.push_back(text("(no cameras configured)") | dim);
     for (const auto& v : cf.cameras) {
         rows.push_back(hbox({
@@ -481,7 +513,11 @@ Element cameraDetailPanel(const CaptureView& c, ScrollState& st) {
         }
         rows.push_back(row("  settle", text(std::to_string(v.settle_wait_ms) +
                                             " ms after standstill before keeping a frame")));
-        rows.push_back(row("  encoding", text("JPEG XL   distance " + num(v.jxl_distance, 2) +
+        rows.push_back(row("  encoding",
+                           text(v.driver == "taris"
+                                    ? "JPEG XL   lossless 16-bit counts   effort " +
+                                          std::to_string(v.jxl_effort)
+                                    : "JPEG XL   distance " + num(v.jxl_distance, 2) +
                                           "   effort " + std::to_string(v.jxl_effort))));
         rows.push_back(row("  rotation", text(v.rotation_deg == 0
                                                   ? std::string("none")
@@ -498,6 +534,7 @@ Element cameraDetailPanel(const CaptureView& c, ScrollState& st) {
                                                 formatDegrees(c.last_pitch_deg) + "  " +
                                                 formatTimeAgo(now, c.last_ts_ms))));
     }
+    if (c.has_thermal) rows.push_back(row("last thermal", thermalLine(c)));
 
     // --- Scan grid ---
     rows.push_back(separator());
@@ -967,7 +1004,8 @@ Element gimbalDetailPanel(const GimbalView& g, const DumpView& dump, const Calib
 // then the ambient sensor. The two devices get their own headed sections, and
 // each temperature is labelled with its provenance ("internal" vs "ambient"),
 // so the reading the main window shows is never confused with the MTi's.
-Element sensorsDetailPanel(const ImuView& v, const EnvView& e, ScrollState& st) {
+Element sensorsDetailPanel(const ImuView& v, const EnvView& e, const HostView& h,
+                           ScrollState& st) {
     // Fixed-width, right-aligned to 2 decimals. The constant width keeps the sign
     // column and decimal point from jumping as values cross zero or change digit
     // count, so the readout stays steady instead of flickering. The width is kept
@@ -1085,6 +1123,79 @@ Element sensorsDetailPanel(const ImuView& v, const EnvView& e, ScrollState& st)
         }
     }
 
+    // LATTEPANDA CPU section: the computer's own heat and load, and how the CPU
+    // guard (ThermalGuard) is pacing the scan for it. Live like the two above,
+    // so it sits above the static IMU CONFIG block too.
+    {
+        auto row = [](const std::string& k, Element val) {
+            return hbox({text(k) | dim | size(WIDTH, EQUAL, 16), std::move(val)});
+        };
+        auto fx = [](double x, int d) {
+            char b[32];
+            std::snprintf(b, sizeof(b), "%.*f", d, x);
+            return std::string(b);
+        };
+        body.push_back(separator());
+        body.push_back(text("LattePanda \xE2\x80\x94 CPU") | bold | color(Color::Magenta));
+        if (!h.present) {
+            body.push_back(text("(no reading yet)") | dim);
+        } else {
+            const bool hot = h.temp_ok && h.cpu_c >= h.slow_c;
+            Element temp = h.temp_ok ? text(fx(h.cpu_c, 1) + " \xC2\xB0""C") | bold
+                                     : text("unknown") | dim;
+            if (hot) temp = temp | color(h.cpu_c >= h.pause_c ? Color::Red : Color::Yellow);
+            body.push_back(row("CPU temp", hbox({temp, text("  " + h.zone) | dim})));
+            if (h.clock_ok) {
+                std::string cores;
+                for (double m : h.core_mhz) cores += (cores.empty() ? "" : " ") + fx(m / 1000.0, 1);
+                std::string cap;
+                if (h.cap_mhz > 0.0 && h.hw_max_mhz > 0.0 && h.cap_mhz < h.hw_max_mhz - 1.0)
+                    cap = ", capped at " + fx(h.cap_mhz / 1000.0, 1);
+                body.push_back(row("Clock", hbox({text(fx(h.mean_mhz / 1000.0, 2) + " GHz") | bold,
+                                                  text("  of " + fx(h.hw_max_mhz / 1000.0, 1) +
+                                                       cap + "  (cores " + cores + ")") | dim})));
+            } else {
+                body.push_back(row("Clock", text("unknown") | dim));
+            }
+            body.push_back(row("Load",
+                               hbox({text(h.busy_pct >= 0.0 ? fx(h.busy_pct, 0) + " % busy"
+                                                            : std::string("-- % busy")) | bold,
+                                     text("  load " + fx(h.load1, 2) + " / " + fx(h.load5, 2) +
+                                          " / " + fx(h.load15, 2) + " on " +
+                                          std::to_string(h.cpus) + " cores") | dim})));
+            std::string thr = h.throttling ? "yes, now (" + h.throttle_cause + ")" : "no";
+            std::string thr_detail = h.counters_ok
+                ? "  " + std::to_string(h.throttle_last_min) + " in the last minute, " +
+                      std::to_string(h.throttle_total) + " since start"
+                : "  (the kernel does not count it here; judged from the clock)";
+            body.push_back(row("Throttled",
+                               hbox({h.throttling ? text(thr) | color(Color::Red) | bold
+                                                  : text(thr) | bold,
+                                     text(thr_detail) | dim})));
+            if (h.save_count > 0)
+                body.push_back(row("Saving", hbox({text(fx(h.save_mean_ms, 0) + " ms") | bold,
+                                                   text("  per picture, longest " +
+                                                        fx(h.save_max_ms, 0) + " ms, " +
+                                                        std::to_string(h.save_count) +
+                                                        " in the last minute") | dim})));
+            Element st = text(h.state);
+            if (!h.guard_on) st = text("off (full pace whatever the heat)") | color(Color::Yellow) | bold;
+            else if (h.state == "paused") st = st | color(Color::Red) | bold;
+            else if (h.state == "slowed") st = st | color(Color::Yellow) | bold;
+            else st = st | color(Color::Green);
+            std::string pace = " one picture every " + fx(h.interval_s, 1) + " s";
+            if (h.state == "paused") pace = " for " + std::to_string(h.paused_s) + " s";
+            body.push_back(row("Scan pace", hbox({st, text(pace) | dim})));
+            if (!h.reason.empty()) body.push_back(row("", text(h.reason) | dim));
+            if (h.held_s > 0)
+                body.push_back(row("", text("waiting " + std::to_string(h.held_s) +
+                                            " s for saving to catch up") | color(Color::Yellow)));
+            body.push_back(text("slows at " + fx(h.slow_c, 0) + " \xC2\xB0""C, pauses at " +
+                                fx(h.pause_c, 0) + ", resumes at " + fx(h.resume_c, 0) +
+                                "  ('thermal' to see, 'thermal off|on|resume')") | dim);
+        }
+    }
+
     // IMU CONFIG section (device configuration read back at startup). Shown
     // whenever it is known, even if the live stream is offline.
     const auto& c = v.config;
@@ -1370,7 +1481,7 @@ void TuiUi::uiLoop() {
                              bottom});
             case Overlay::Sensors:
                 return vbox({header, separator(),
-                             sensorsDetailPanel(s.imu, s.env, sensors_scroll) | flex, bottom});
+                             sensorsDetailPanel(s.imu, s.env, s.host, sensors_scroll) | flex, bottom});
             case Overlay::Cameras:
                 return vbox({header, separator(), cameraDetailPanel(s.capture, cam_scroll) | flex, bottom});
             case Overlay::Conn:

src/ui/UiSnapshot.cpp

@@ -99,6 +99,15 @@ SensorsView pendingSensorsView() {
     v.env.status = "pending";
     v.env.fields.push_back({"Temp",  "--.-", "\xC2\xB0""C", false});
     v.env.fields.push_back({"Humid", "--",   "%RH",         false});
+    // The computer itself: its CPU's own temperature (not the box's - that is
+    // the ambient Temp above), clock, how busy it is, and whether it is
+    // slowing itself down to stay cool.
+    v.host.title  = "LattePanda CPU";
+    v.host.status = "pending";
+    v.host.fields.push_back({"CPU temp",  "--.-", "\xC2\xB0""C", false});
+    v.host.fields.push_back({"Clock",     "-.-",  "GHz",         false});
+    v.host.fields.push_back({"Load",      "--",   "%",           false});
+    v.host.fields.push_back({"Throttled", "--",   "",            false});
     return v;
 }
 

tests/CMakeLists.txt

@@ -58,7 +58,11 @@ add_executable(fgc_tests
   test_hostmetrics.cpp
   test_testrunner.cpp
   test_rawimage.cpp
+  test_thermalstats.cpp
+  test_composite.cpp
+  test_tariscamerasource.cpp
   test_settlerule.cpp
+  test_thermalguard.cpp
 )
 target_link_libraries(fgc_tests PRIVATE fgc_core doctest::doctest)
 # So a test can read the shipped config/config.example.ini and hold it to what

tests/test_channelhistory.cpp

@@ -1,5 +1,7 @@
 #include <doctest/doctest.h>
 
+#include <clocale>
+
 #include "fgc/ChannelHistory.h"
 #include "fgc/ChannelTopics.h"
 
@@ -82,4 +84,52 @@ TEST_CASE("topic and payload builders match the documented wire format") {
     CHECK(j.find("\"time\":1719312345678") != std::string::npos);
     // The quality gate is gone; nothing should still be publishing a verdict.
     CHECK(j.find("degraded") == std::string::npos);
+    // A colour camera's event carries none of the thermal fields.
+    CHECK(j.find("\"cal\"") == std::string::npos);
+    CHECK(j == "{ \"fwt\":\"Tower\", \"cam\":\"RGB\", \"hdg\":1373, \"pit\":300, "
+               "\"time\":1719312345678 }");
+}
+
+TEST_CASE("a thermal CamEvent carries profile, packets, temperatures and hot spot") {
+    CamEvent c;
+    c.tower = "Tower"; c.camera = "TIR";
+    c.heading_decideg = 1234; c.pitch_decideg = -30; c.timestamp_ms = 1791234567890LL;
+    ThermalEventFields t;
+    t.cal = 0; t.missed = 2; t.stats_ok = true;
+    t.tmax_decic = 3015; t.tmed_decic = 187; t.hotx = 0.73594; t.hoty = 0.5833;
+    c.thermal = t;
+    CHECK(camEventJson(c) ==
+          "{ \"fwt\":\"Tower\", \"cam\":\"TIR\", \"hdg\":1234, \"pit\":-30, "
+          "\"time\":1791234567890, \"cal\":0, \"missed\":2, \"tmax\":3015, \"tmed\":187, "
+          "\"hotx\":0.7359, \"hoty\":0.5833 }");
+
+    // Without valid pixels the profile and packets still go out, the rest as null.
+    c.thermal->stats_ok = false;
+    const std::string j = camEventJson(c);
+    CHECK(j.find("\"cal\":0, \"missed\":2, \"tmax\":null, \"tmed\":null, \"hotx\":null, "
+                 "\"hoty\":null }") != std::string::npos);
+}
+
+TEST_CASE("numbers in the JSON keep their '.' under a comma locale") {
+    // The thermal camera's SDK switches the C locale to one with a decimal comma.
+    const std::string before = std::setlocale(LC_NUMERIC, nullptr);
+    const bool comma = std::setlocale(LC_NUMERIC, "de_DE.UTF-8") != nullptr;
+    CamEvent c;
+    c.tower = "T"; c.camera = "TIR";
+    ThermalEventFields t;
+    t.stats_ok = true; t.hotx = 0.43359; t.hoty = 1.0;
+    c.thermal = t;
+    const std::string j = camEventJson(c);
+    std::setlocale(LC_NUMERIC, before.c_str());
+    CHECK(j.find("\"hotx\":0.4336, \"hoty\":1.0000") != std::string::npos);
+    if (!comma) MESSAGE("no de_DE locale here: checked under the C locale only");
+    HealthReport h;
+    h.interval_s = -2.25;
+    CHECK(healthJson(h).find("\"interval_s\":-2.3") != std::string::npos);   // rounds half away
+}
+
+TEST_CASE("CamEvent names are escaped") {
+    CamEvent c;
+    c.tower = "a\"b"; c.camera = "RGB";
+    CHECK(camEventJson(c).find("\"fwt\":\"a\\\"b\"") != std::string::npos);
 }

tests/test_composite.cpp

@@ -0,0 +1,239 @@
+#include "fgc/CompositeCameraSource.h"
+
+#include <doctest/doctest.h>
+
+#include <chrono>
+#include <stdexcept>
+#include <thread>
+#include <vector>
+
+using namespace fgc;
+
+namespace {
+
+// A source of `count` cameras whose trigger() delivers one frame per camera,
+// stamped `ts`, when `ready` - and reports nothing otherwise.
+struct FakeSource : ICameraSource {
+    int           count;
+    long long     ts;
+    bool          counts_after_open = false;   // as Vimba: no cameras until open()
+    bool          opened = false;
+    bool          ready = true;
+    bool          throws_on_open = false;
+    int           triggers = 0;
+    bool          started = false;
+    bool          frame_ready = true;   // frameReady()
+    int           moves = 0;
+    std::string   why_offline;
+    FrameCallback cb;
+
+    FakeSource(int n, long long t) : count(n), ts(t) {}
+
+    void open() override {
+        if (throws_on_open) throw std::runtime_error("no camera");
+        opened = true;
+    }
+    void close() override {}
+    void start() override { started = true; }
+    void stop() override { started = false; }
+    void moving() override { ++moves; }
+    bool frameReady() override { return frame_ready; }
+    bool trigger() override {
+        ++triggers;
+        if (!ready) return false;
+        for (int i = 0; i < count; ++i) {
+            Frame f;
+            f.cam_id       = i;
+            f.timestamp_ms = ts + i;
+            cb(f);
+        }
+        return true;
+    }
+    void setFrameCallback(FrameCallback c) override { cb = std::move(c); }
+    int  cameraCount() const override { return counts_after_open && !opened ? 0 : count; }
+    bool readFeature(int i, const std::string& name, double& v) override {
+        v = i * 100 + ts;
+        return name == "X";
+    }
+    std::string offline(int) override { return why_offline; }
+    std::vector<CameraDeviceInfo> deviceInfo() override {
+        std::vector<CameraDeviceInfo> out(count);
+        for (int i = 0; i < count; ++i) out[i].id = std::to_string(ts) + ":" + std::to_string(i);
+        return out;
+    }
+    bool grabFrame(int i, Frame& out, int) override {
+        out              = Frame{};
+        out.cam_id       = i;
+        out.timestamp_ms = ts + 50;
+        return true;
+    }
+};
+
+struct Rig {
+    FakeSource*            colour  = nullptr;
+    FakeSource*            thermal = nullptr;
+    std::unique_ptr<CompositeCameraSource> src;
+    std::vector<Frame>     frames;
+
+    explicit Rig(int colour_count = 1) {
+        auto c  = std::make_unique<FakeSource>(colour_count, 1000);
+        auto t  = std::make_unique<FakeSource>(1, 5000);
+        colour  = c.get();
+        thermal = t.get();
+        std::vector<std::unique_ptr<ICameraSource>> v;
+        v.push_back(std::move(c));
+        v.push_back(std::move(t));
+        src = std::make_unique<CompositeCameraSource>(std::move(v));
+        src->setFrameCallback([this](const Frame& f) { frames.push_back(f); });
+    }
+};
+
+}  // namespace
+
+TEST_CASE("the composite numbers the cameras leader first, and counts them all") {
+    Rig r(2);
+    CHECK(r.src->cameraCount() == 3);
+    REQUIRE(r.src->trigger());
+    REQUIRE(r.frames.size() == 3);
+    CHECK(r.frames[0].cam_id == 0);
+    CHECK(r.frames[1].cam_id == 1);
+    CHECK(r.frames[2].cam_id == 2);   // the thermal camera
+}
+
+TEST_CASE("every frame keeps the time it arrived, the follower's too") {
+    Rig r;
+    REQUIRE(r.src->trigger());
+    REQUIRE(r.frames.size() == 2);
+    CHECK(r.frames[0].timestamp_ms == 1000);
+    CHECK(r.frames[1].timestamp_ms == 5000);   // its own, not the leader's
+}
+
+TEST_CASE("the followers are asked only once the leader has delivered") {
+    Rig r;
+    r.colour->ready = false;
+    CHECK_FALSE(r.src->trigger());
+    CHECK_FALSE(r.src->trigger());
+    CHECK(r.thermal->triggers == 0);   // no thermal picture without its colour one
+    CHECK(r.frames.empty());
+    r.colour->ready = true;
+    CHECK(r.src->trigger());
+    CHECK(r.thermal->triggers == 1);
+}
+
+TEST_CASE("a follower with nothing to give costs only its own picture") {
+    Rig r;
+    r.thermal->ready = false;
+    CHECK(r.src->trigger());
+    REQUIRE(r.frames.size() == 1);
+    CHECK(r.frames[0].cam_id == 0);
+}
+
+TEST_CASE("calls about one camera reach the source that has it") {
+    Rig r(2);
+    double v = 0;
+    REQUIRE(r.src->readFeature(1, "X", v));
+    CHECK(v == 1100);                 // colour source, its camera 1
+    REQUIRE(r.src->readFeature(2, "X", v));
+    CHECK(v == 5000);                 // thermal source, its camera 0
+    CHECK_FALSE(r.src->readFeature(3, "X", v));
+
+    r.thermal->why_offline = "unplugged";
+    CHECK(r.src->offline(0).empty());
+    CHECK(r.src->offline(2) == "unplugged");
+
+    const auto d = r.src->deviceInfo();
+    REQUIRE(d.size() == 3);
+    CHECK(d[2].id == "5000:0");
+
+    // A grab outside a trigger keeps its own time, under the global index.
+    Frame f;
+    REQUIRE(r.src->grabFrame(2, f, 10));
+    CHECK(f.cam_id == 2);
+    CHECK(f.timestamp_ms == 5050);
+}
+
+TEST_CASE("the indices are the configured ones, also before the leader has opened") {
+    // On tower 111 the thermal frame came out as camera 0 - "RGB", overwriting
+    // the colour file of the same time - because Vimba counts no camera before
+    // open() and the offsets were taken from that.
+    auto c = std::make_unique<FakeSource>(1, 1000);
+    auto t = std::make_unique<FakeSource>(1, 5000);
+    c->counts_after_open = true;
+    FakeSource* colour = c.get();
+    std::vector<std::unique_ptr<ICameraSource>> v;
+    v.push_back(std::move(c));
+    v.push_back(std::move(t));
+    CompositeCameraSource src(std::move(v), {1, 1});
+    std::vector<Frame> frames;
+    src.setFrameCallback([&](const Frame& f) { frames.push_back(f); });
+    CHECK(src.cameraCount() == 1);   // what is open: the thermal camera only
+    src.open();
+    CHECK(colour->opened);
+    CHECK(src.cameraCount() == 2);
+    REQUIRE(src.trigger());
+    REQUIRE(frames.size() == 2);
+    CHECK(frames[0].cam_id == 0);
+    CHECK(frames[1].cam_id == 1);
+    CHECK(src.offline(1).empty());
+    CHECK_THROWS(CompositeCameraSource(std::vector<std::unique_ptr<ICameraSource>>{}, {}));
+}
+
+TEST_CASE("a picture waits a moment for a follower between frames, then goes without it") {
+    auto c = std::make_unique<FakeSource>(1, 1000);
+    auto t = std::make_unique<FakeSource>(1, 5000);
+    FakeSource* colour  = c.get();
+    FakeSource* thermal = t.get();
+    std::vector<std::unique_ptr<ICameraSource>> v;
+    v.push_back(std::move(c));
+    v.push_back(std::move(t));
+    CompositeCameraSource src(std::move(v), {1, 1}, 60);
+    std::vector<Frame> frames;
+    src.setFrameCallback([&](const Frame& f) { frames.push_back(f); });
+
+    // The thermal camera is in its NUC: the picture is held, the leader not asked.
+    thermal->frame_ready = false;
+    CHECK_FALSE(src.trigger());
+    CHECK(colour->triggers == 0);
+    CHECK_FALSE(src.frameReady());
+    // It comes back within the wait: one whole pair.
+    thermal->frame_ready = true;
+    REQUIRE(src.trigger());
+    CHECK(frames.size() == 2);
+
+    // It does not come back: after the wait the colour picture goes alone.
+    frames.clear();
+    thermal->frame_ready = false;
+    CHECK_FALSE(src.trigger());
+    std::this_thread::sleep_for(std::chrono::milliseconds(80));
+    REQUIRE(src.trigger());
+    CHECK(colour->triggers == 2);
+}
+
+TEST_CASE("every source hears that the gimbal moves") {
+    Rig r;
+    r.src->moving();
+    CHECK(r.colour->moves == 1);
+    CHECK(r.thermal->moves == 1);
+}
+
+TEST_CASE("start and stop reach every source") {
+    Rig r;
+    r.src->start();
+    CHECK(r.colour->started);
+    CHECK(r.thermal->started);
+    r.src->stop();
+    CHECK_FALSE(r.thermal->started);
+}
+
+TEST_CASE("a follower that will not open does not stop the run; the leader does") {
+    {
+        Rig r;
+        r.thermal->throws_on_open = true;
+        CHECK_NOTHROW(r.src->open());
+    }
+    {
+        Rig r;
+        r.colour->throws_on_open = true;
+        CHECK_THROWS(r.src->open());
+    }
+}

tests/test_config.cpp

@@ -275,7 +275,7 @@ TEST_CASE("Camera blocks reject what cannot work") {
     };
     CHECK_NOTHROW(ConfigLoader::fromMap(base({})));
 
-    // No second backend exists yet; accepting the key silently would be worse.
+    // An unknown backend; accepting the key silently would be worse.
     CHECK_THROWS(ConfigLoader::fromMap(base({{"Camera.rgb.driver", "thermal"}})));
     // An enabled camera with no id cannot be opened.
     CHECK_THROWS(ConfigLoader::fromMap({{"Camera.rgb.profile_dir", "/tmp/p"}}));
@@ -288,6 +288,96 @@ TEST_CASE("Camera blocks reject what cannot work") {
     CHECK_THROWS(ConfigLoader::fromMap(base({{"Camera.rgb.standard.settle_wait", "500"}})));
 }
 
+TEST_CASE("A thermal camera needs no settings XML and is always lossless") {
+    AppConfig c = ConfigLoader::fromMap({
+        {"Camera.jxl_distance", "0.8"},
+        {"Camera.rgb.id", "DEV_1"},
+        {"Camera.rgb.profile_dir", "/tmp/p"},
+        {"Camera.tir.driver", "taris"},
+        {"Camera.tir.id", "2017744"},
+        {"Camera.tir.label", "TIR"},
+        {"Camera.tir.calib_profile", "1"},
+        {"Camera.tir.frame_rate_hz", "9"},
+        {"Camera.tir.interface", "enp1s0"},
+        {"Camera.tir.standard.settle_wait_ms", "200"},
+    });
+    REQUIRE(c.camera.cameras.size() == 2);
+    const CameraSpec& tir = c.camera.cameras[1];
+    CHECK(tir.thermal());
+    CHECK_FALSE(c.camera.cameras[0].thermal());
+    CHECK(tir.label == "TIR");
+    CHECK(tir.profile_dir.empty());
+    CHECK(tir.calib_profile == 1);
+    CHECK(tir.frame_rate_hz == doctest::Approx(9.0));
+    CHECK(tir.max_frame_age_ms == 400);
+    CHECK(tir.library == "libirbgrab_x86_64-linux.so");
+    CHECK(tir.interface == "enp1s0");
+    CHECK(tir.nuc_interval_s == 30);
+    // [Camera] jxl_distance is for colour cameras; counts default to lossless.
+    CHECK(tir.jxl_distance == 0.0);
+    CHECK(c.camera.cameras[0].jxl_distance == doctest::Approx(0.8));
+    CHECK(c.camera.maxSettleWaitMs() == 1000);   // the colour camera's default is longer
+}
+
+TEST_CASE("A thermal camera without a timing block does not slow the scan") {
+    AppConfig c = ConfigLoader::fromMap({
+        {"Camera.rgb.id", "DEV_1"},
+        {"Camera.rgb.profile_dir", "/tmp/p"},
+        {"Camera.rgb.standard.settle_wait_ms", "500"},
+        {"Camera.rgb.standard.frame_timeout_ms", "700"},
+        {"Camera.tir.driver", "taris"},
+        {"Camera.tir.id", "2017744"},
+    });
+    CHECK(c.camera.maxSettleWaitMs() == 500);
+    CHECK(c.camera.maxFrameTimeoutMs() == 700);
+}
+
+TEST_CASE("Colour cameras come first whatever the block names") {
+    // Camera 0 is the one the keep rule reads; a thermal camera cannot be it.
+    AppConfig c = ConfigLoader::fromMap({
+        {"Camera.a_tir.driver", "taris"},
+        {"Camera.a_tir.id", "2017744"},
+        {"Camera.rgb.id", "DEV_1"},
+        {"Camera.rgb.profile_dir", "/tmp/p"},
+        {"Camera.nir.id", "DEV_2"},
+        {"Camera.nir.profile_dir", "/tmp/p"},
+    });
+    REQUIRE(c.camera.cameras.size() == 3);
+    CHECK(c.camera.cameras[0].name == "nir");
+    CHECK(c.camera.cameras[1].name == "rgb");
+    CHECK(c.camera.cameras[2].name == "a_tir");
+}
+
+TEST_CASE("Thermal camera blocks reject what cannot work") {
+    auto base = [](std::map<std::string, std::string> extra) {
+        std::map<std::string, std::string> kv = {{"Camera.rgb.id", "DEV_1"},
+                                                 {"Camera.rgb.profile_dir", "/tmp/p"},
+                                                 {"Camera.tir.driver", "taris"},
+                                                 {"Camera.tir.id", "2017744"}};
+        for (auto& [k, v] : extra) kv[k] = v;
+        return kv;
+    };
+    CHECK_NOTHROW(ConfigLoader::fromMap(base({})));
+    // Counts are measurements: lossy coding would change them.
+    CHECK_THROWS(ConfigLoader::fromMap(base({{"Camera.tir.jxl_distance", "0.5"}})));
+    CHECK_NOTHROW(ConfigLoader::fromMap(base({{"Camera.tir.jxl_distance", "0"}})));
+    CHECK_THROWS(ConfigLoader::fromMap(base({{"Camera.tir.id", ""}})));
+    CHECK_THROWS(ConfigLoader::fromMap(base({{"Camera.tir.calib_profile", "-1"}})));
+    CHECK_THROWS(ConfigLoader::fromMap(base({{"Camera.tir.frame_rate_hz", "0"}})));
+    CHECK_THROWS(ConfigLoader::fromMap(base({{"Camera.tir.frame_rate_hz", "60"}})));
+    CHECK_THROWS(ConfigLoader::fromMap(base({{"Camera.tir.max_frame_age_ms", "0"}})));
+    // An empty value means the default, as for every key.
+    CHECK(ConfigLoader::fromMap(base({{"Camera.tir.library", ""}})).camera.cameras[1].library ==
+          "libirbgrab_x86_64-linux.so");
+    CHECK_THROWS(ConfigLoader::fromMap(base({{"Camera.tir.nuc_interval_s", "-1"}})));
+    CHECK_NOTHROW(ConfigLoader::fromMap(base({{"Camera.tir.nuc_interval_s", "0"}})));
+    // Two cameras, one output folder: their pictures would overwrite each other.
+    CHECK_THROWS(ConfigLoader::fromMap(base({{"Camera.rgb.label", "X"}, {"Camera.tir.label", "X"}})));
+    // A disabled thermal camera needs no serial, like any other.
+    CHECK_NOTHROW(ConfigLoader::fromMap(
+        base({{"Camera.tir.id", ""}, {"Camera.tir.enabled", "false"}})));
+}
+
 TEST_CASE("updateIniSectionKeys replaces in-section keys, leaving others intact") {
     const std::string in =
         "[General]\n"

tests/test_imagepipeline.cpp

@@ -5,6 +5,7 @@
 #include <doctest/doctest.h>
 
 #include <chrono>
+#include <cstring>
 #include <filesystem>
 #include <mutex>
 #include <thread>
@@ -65,6 +66,24 @@ Frame bayerFrame(PixelLayout layout, uint32_t w, uint32_t h, int r, int g, int b
     return f;
 }
 
+// A thermal frame of counts: `room` everywhere, `hot` at (hx, hy).
+Frame thermalFrame(uint32_t w, uint32_t h, uint16_t room, uint16_t hot, uint32_t hx, uint32_t hy,
+                   long long ts, bool with_info = true) {
+    Frame f;
+    f.width = w; f.height = h; f.layout = PixelLayout::Mono16; f.channels = 1; f.timestamp_ms = ts;
+    std::vector<uint16_t> px(static_cast<size_t>(w) * h, room);
+    px[static_cast<size_t>(hy) * w + hx] = hot;
+    f.data.resize(px.size() * 2);
+    std::memcpy(f.data.data(), px.data(), f.data.size());
+    if (with_info) {
+        ThermalFrameInfo info;
+        info.cal            = 0;
+        info.missed_packets = 3;
+        f.thermal           = info;
+    }
+    return f;
+}
+
 bool waitSaved(const ImagePipeline& p, long long n, int ms = 20000) {
     const auto end = std::chrono::steady_clock::now() + std::chrono::milliseconds(ms);
     while (p.imagesSaved() < n && std::chrono::steady_clock::now() < end)
@@ -167,6 +186,86 @@ TEST_CASE("rotation applies to raw frames too") {
     CHECK(interiorMean(d, 48, 64, 0) == doctest::Approx(3200).epsilon(0.01));
 }
 
+TEST_CASE("thermal counts are saved 16-bit lossless with their temperatures in the event") {
+    TempDir     t;
+    FakeChannel ch;
+    auto        p = params(t, 0.8);   // a lossy setting must not reach the counts
+    p.cameras = {{"TIR", 0, 0.8, 1, true}};
+    ImagePipeline pipe(ch, [] { return Orientation{123.4f, -3.0f}; }, p);
+    pipe.start();
+    const Frame f = thermalFrame(64, 48, 29315, 57315, 40, 12, 4242);
+    pipe.submit(f);
+    REQUIRE(waitSaved(pipe, 1));
+    pipe.stop();
+
+    const std::string file = onlyFile(t);
+    CHECK(fs::path(file).parent_path().filename() == "TIR");
+    CHECK(fs::path(file).filename() == "4242.jxl");
+    const auto d = decode(file, 1);
+    CHECK(d.bits == 16);
+    CHECK(d.channels == 1);
+    REQUIRE(d.px.size() == 64u * 48);
+    CHECK(std::memcmp(d.px.data(), f.data.data(), f.data.size()) == 0);   // bit-exact
+
+    REQUIRE(ch.count() == 1);
+    const CamEvent& e = ch.events[0];
+    CHECK(e.camera == "TIR");
+    CHECK(e.heading_decideg == 1234);
+    REQUIRE(e.thermal);
+    CHECK(e.thermal->cal == 0);
+    CHECK(e.thermal->missed == 3);
+    CHECK(e.thermal->stats_ok);
+    CHECK(e.thermal->tmax_decic == 3000);
+    CHECK(e.thermal->tmed_decic == 200);
+    CHECK(e.thermal->hotx == doctest::Approx(40.5 / 64));
+    CHECK(e.thermal->hoty == doctest::Approx(12.5 / 48));
+}
+
+TEST_CASE("the thermal hot spot is where it is in the stored, rotated image") {
+    TempDir     t;
+    FakeChannel ch;
+    auto        p = params(t);
+    p.cameras = {{"TIR", 90, 0.0, 1, true}};
+    ImagePipeline pipe(ch, nullptr, p);
+    pipe.start();
+    // 64 x 48, hot at (40, 12). Rotated 90 deg clockwise it is 48 x 64, and a
+    // pixel at (x, y) moves to (H-1-y, x) = (35, 40).
+    pipe.submit(thermalFrame(64, 48, 29315, 40000, 40, 12, 5));
+    REQUIRE(waitSaved(pipe, 1));
+    pipe.stop();
+    const auto d = decode(onlyFile(t), 1);
+    REQUIRE(d.px.size() == 48u * 64);
+    CHECK(d.px[40 * 48 + 35] == 40000);
+    REQUIRE(ch.events[0].thermal);
+    CHECK(ch.events[0].thermal->hotx == doctest::Approx(35.5 / 48));
+    CHECK(ch.events[0].thermal->hoty == doctest::Approx(40.5 / 64));
+}
+
+TEST_CASE("a Mono16 frame without thermal info is saved, but its event has no thermal fields") {
+    TempDir     t;
+    FakeChannel ch;
+    ImagePipeline pipe(ch, nullptr, params(t));
+    pipe.start();
+    pipe.submit(thermalFrame(32, 16, 1000, 2000, 1, 1, 6, false));
+    REQUIRE(waitSaved(pipe, 1));
+    pipe.stop();
+    CHECK(decode(onlyFile(t), 1).bits == 16);
+    REQUIRE(ch.count() == 1);
+    CHECK_FALSE(ch.events[0].thermal);
+}
+
+TEST_CASE("an all-zero thermal frame is saved, its temperatures unknown") {
+    TempDir     t;
+    FakeChannel ch;
+    ImagePipeline pipe(ch, nullptr, params(t));
+    pipe.start();
+    pipe.submit(thermalFrame(32, 16, 0, 0, 0, 0, 7));
+    REQUIRE(waitSaved(pipe, 1));
+    pipe.stop();
+    REQUIRE(ch.events[0].thermal);
+    CHECK_FALSE(ch.events[0].thermal->stats_ok);
+}
+
 TEST_CASE("several workers save every frame") {
     TempDir     t;
     FakeChannel ch;
@@ -185,6 +284,22 @@ TEST_CASE("several workers save every frame") {
     CHECK(files == 9);
 }
 
+TEST_CASE("save timing counts the pictures saved in the last minute and how long they took") {
+    TempDir     t;
+    FakeChannel ch;
+    ImagePipeline pipe(ch, nullptr, params(t, 1.0));
+    CHECK(pipe.saveTiming().count == 0);
+    pipe.start();
+    for (int i = 0; i < 3; ++i)
+        pipe.submit(bayerFrame(PixelLayout::BayerRG12p, 64, 48, 3000, 1500, 700, 7000 + i));
+    REQUIRE(waitSaved(pipe, 3));
+    pipe.stop();
+    const auto s = pipe.saveTiming();
+    CHECK(s.count == 3);
+    CHECK(s.mean_ms > 0.0);
+    CHECK(s.max_ms >= s.mean_ms);
+}
+
 TEST_CASE("canAccept says no once queue_max frames are waiting, yes once they are saved") {
     TempDir     t;
     FakeChannel ch;

tests/test_jpegxl.cpp

@@ -91,6 +91,21 @@ TEST_CASE("12-bit lossless decodes exactly, extremes included") {
     }
 }
 
+TEST_CASE("16-bit single-channel lossless decodes exactly (thermal counts)") {
+    TempDir t;
+    // Counts around room temperature, plus the full range's ends.
+    auto src = image(96, 64, 1, 65535, 11);
+    for (size_t i = 0; i < src.size(); i += 3) src[i] = static_cast<uint16_t>(28000 + i % 2500);
+    src.front() = 0;
+    src.back()  = 65535;
+    REQUIRE(JpegXlEncoder::encodeToFile(t.file("ll16.jxl"), src.data(), 96, 64, 1, 16, 0.0f, 1, 2));
+    const auto d = decode(t.file("ll16.jxl"), 1);
+    CHECK(d.bits == 16);
+    CHECK(d.channels == 1);
+    CHECK(d.original_profile);
+    CHECK(d.px == src);
+}
+
 TEST_CASE("lossy keeps the bit depth and stays close") {
     TempDir t;
     SUBCASE("12-bit colour") {

tests/test_rawimage.cpp

@@ -22,11 +22,26 @@ std::vector<uint8_t> pack12p(const std::vector<uint16_t>& v) {
     return out;
 }
 
+// Pack 12-bit values the GigE Vision 1.x way (BayerRG12Packed, the Manta's):
+// the first byte carries p0's high bits.
+std::vector<uint8_t> pack12Packed(const std::vector<uint16_t>& v) {
+    std::vector<uint8_t> out((v.size() * 3 + 1) / 2);
+    for (size_t i = 0, o = 0; i < v.size(); i += 2, o += 3) {
+        const uint16_t p0 = v[i];
+        const uint16_t p1 = i + 1 < v.size() ? v[i + 1] : 0;
+        out[o]     = static_cast<uint8_t>(p0 >> 4);
+        out[o + 1] = static_cast<uint8_t>((p0 & 0x0F) | ((p1 & 0x0F) << 4));
+        if (o + 2 < out.size()) out[o + 2] = static_cast<uint8_t>(p1 >> 4);
+    }
+    return out;
+}
+
 }  // namespace
 
 TEST_CASE("layout names round-trip, and unknown formats are refused") {
     for (PixelLayout l : {PixelLayout::Mono8, PixelLayout::RGB8, PixelLayout::BayerRG8,
-                          PixelLayout::BayerRG12p})
+                          PixelLayout::BayerRG12p, PixelLayout::BayerRG12Packed,
+                          PixelLayout::Mono16})
         CHECK(layoutFromName(layoutName(l)) == l);
     CHECK(layoutFromName("BayerRG12") == PixelLayout::Unknown);  // unpacked: not handled
     CHECK(layoutFromName("YCbCr422_8_CbYCrY") == PixelLayout::Unknown);
@@ -45,6 +60,23 @@ TEST_CASE("layout properties") {
     CHECK(layoutFrameBytes(PixelLayout::BayerRG8, 5328, 3040) == 16197120);
     CHECK(layoutFrameBytes(PixelLayout::RGB8, 5328, 3040) == 48591360);
     CHECK(layoutFrameBytes(PixelLayout::BayerRG12p, 3, 1) == 5);  // odd pixel count rounds up
+    // The Manta G-1236C's full frame in BayerRG12Packed: its PayloadSize.
+    CHECK(layoutIsBayer(PixelLayout::BayerRG12Packed));
+    CHECK(layoutBits(PixelLayout::BayerRG12Packed) == 12);
+    CHECK(layoutFrameBytes(PixelLayout::BayerRG12Packed, 4112, 3008) == 18553344);
+    // The thermal camera: 640 x 480 counts, two bytes each.
+    CHECK_FALSE(layoutIsBayer(PixelLayout::Mono16));
+    CHECK(layoutBits(PixelLayout::Mono16) == 16);
+    CHECK(layoutFrameBytes(PixelLayout::Mono16, 640, 480) == 614400);
+}
+
+TEST_CASE("brightness sample: 16-bit is reported on the 0..255 scale") {
+    std::vector<uint16_t> v(640 * 480, 0x8000);
+    const auto* b = reinterpret_cast<const uint8_t*>(v.data());
+    const auto  s = sampleBrightness(b, v.size() * 2, PixelLayout::Mono16, 640, 480);
+    REQUIRE(s.valid());
+    CHECK(s.mean == doctest::Approx(128.0));
+    CHECK(s.clipped == doctest::Approx(0.0));
 }
 
 TEST_CASE("unpack12p matches GenICam 12p, by hand") {
@@ -72,6 +104,36 @@ TEST_CASE("unpack12p round-trips every value, odd counts included") {
     }
 }
 
+TEST_CASE("unpack12Packed matches GigE Vision 12Packed, by hand") {
+    // p0 = 0xABC, p1 = 0x123: bytes AB, 3C, 12.
+    const uint8_t in[3] = {0xAB, 0x3C, 0x12};
+    uint16_t      out[2] = {};
+    unpack12Packed(in, out, 2);
+    CHECK(out[0] == 0xABC);
+    CHECK(out[1] == 0x123);
+    // The same bytes read as 12p are other values: the two must not be confused.
+    unpack12p(in, out, 2);
+    CHECK(out[0] != 0xABC);
+}
+
+TEST_CASE("unpack12Packed round-trips every value, odd counts included") {
+    std::mt19937          rng(1236);
+    std::vector<uint16_t> src(1001);
+    for (auto& v : src) v = static_cast<uint16_t>(rng() % 4096);
+    src[0] = 0;
+    src[1] = 4095;
+    for (size_t n : {size_t(1000), size_t(1001)}) {
+        CAPTURE(n);
+        std::vector<uint16_t> part(src.begin(), src.begin() + n);
+        const auto            packed = pack12Packed(part);
+        std::vector<uint16_t> out(n, 0xFFFF);
+        unpack12(PixelLayout::BayerRG12Packed, packed.data(), out.data(), n);
+        CHECK(out == part);
+        unpack12(PixelLayout::BayerRG12p, pack12p(part).data(), out.data(), n);
+        CHECK(out == part);
+    }
+}
+
 TEST_CASE("brightness sample: 8-bit layouts") {
     const uint32_t w = 400, h = 300;
     SUBCASE("mid grey") {
@@ -104,6 +166,12 @@ TEST_CASE("brightness sample: 12-bit is reported on the 0..255 scale") {
     s = sampleBrightness(f.data(), f.size(), PixelLayout::BayerRG12p, w, h);
     CHECK(s.mean == doctest::Approx(4095 / 16.0));
     CHECK(s.clipped == 1);
+    // GigE 12Packed, with values that read differently as 12p: 0x640 = 1600.
+    std::fill(v.begin(), v.end(), 1600);
+    f = pack12Packed(v);
+    s = sampleBrightness(f.data(), f.size(), PixelLayout::BayerRG12Packed, w, h);
+    REQUIRE(s.valid());
+    CHECK(s.mean == doctest::Approx(100));
 }
 
 TEST_CASE("brightness sample refuses what it cannot read") {

tests/test_scheduler.cpp

@@ -26,6 +26,7 @@ struct FakeMotor : IMotorController {
 
 struct FakeCamera : ICameraSource {
     int  triggers = 0;
+    int  moves = 0;
     bool ok = true;
     // A stream of frames for the keep rule; empty = a camera with no frame data.
     std::vector<FrameStats> stream;
@@ -44,6 +45,7 @@ struct FakeCamera : ICameraSource {
     void start() override {}
     void stop() override {}
     bool trigger() override { ++triggers; return ok; }
+    void moving() override { ++moves; }
     void setFrameCallback(FrameCallback) override {}
     int  cameraCount() const override { return 1; }
 };
@@ -85,6 +87,7 @@ TEST_CASE("CaptureScheduler sweeps the scan grid with MOVE + settle + trigger")
     CHECK(motor.cmds[0] == "MOVE 0,0");
     CHECK(sch.moving());
     CHECK(cam.triggers == 0);  // not yet settled
+    CHECK(cam.moves == 1);     // the cameras hear of every move (the thermal NUC)
 
     // At rest early: the frame waits for the interval, counted from the mode start.
     settleAt(motor, 0, 0);
@@ -103,6 +106,7 @@ TEST_CASE("CaptureScheduler sweeps the scan grid with MOVE + settle + trigger")
     clock = 1010;
     sch.tick();
     CHECK(motor.cmds.back() == "MOVE 900,0");
+    CHECK(cam.moves == 2);
     CHECK(sch.overruns() == 0);
 }
 
@@ -914,3 +918,109 @@ TEST_CASE("the keep rule starts afresh at each waypoint") {
     }
     CHECK(r.cam.triggers == 2);
 }
+
+TEST_CASE("the CPU guard's pause finishes the waypoint under way, parks, and loses nothing") {
+    long long   clock = 0;
+    FakeMotor   motor;
+    FakeCamera  cam;
+    ScanGrid    grid({{0.0, 0.0}, {90.0, 0.0}});
+    CaptureScheduler sch(motor, cam, 1.0 /*1000 ms*/, testGeometry(), grid,
+                         [&] { return clock; });
+    sch.setSettleWait(0, 0);
+    sch.setMode(Mode::Auto);
+
+    clock = 1100; sch.tick();                    // first move
+    REQUIRE(motor.cmds.size() == 1);
+    sch.setPaused(true);                         // paused mid-waypoint
+    CHECK_FALSE(sch.pausedAtRest());             // the waypoint is still under way
+    settleAt(motor, 0, 0);
+    clock = 1200; sch.tick();
+    clock = 1300; sch.tick();
+    CHECK(cam.triggers == 1);                    // ...and keeps its frame
+    CHECK(sch.pausedAtRest());
+
+    clock = 60000; sch.tick();
+    CHECK(motor.cmds.size() == 1);               // parked: no next move however long
+    CHECK(cam.triggers == 1);
+
+    sch.setPaused(false);
+    clock = 60100; sch.tick();
+    REQUIRE(motor.cmds.size() == 2);
+    CHECK(motor.cmds[1] == "MOVE 900,0");        // the waypoint it was due, not skipped
+    motor.tel.yaw.standstill = false;
+    clock = 60200; settleAt(motor, 900, 0); sch.tick();
+    clock = 60300; sch.tick();
+    CHECK(cam.triggers == 2);
+    CHECK(sch.overruns() == 0);                  // the pause is not an overrun
+}
+
+TEST_CASE("the time held for saving adds up, the hold under way included") {
+    long long   clock = 0;
+    FakeMotor   motor;
+    FakeCamera  cam;
+    ScanGrid    grid({{0.0, 0.0}, {0.0, 0.0}});
+    CaptureScheduler sch(motor, cam, 1.0 /*1000 ms*/, testGeometry(), grid,
+                         [&] { return clock; });
+    sch.setSettleWait(0, 0);
+    bool room = false;
+    sch.setSaveGate([&room] { return room; });
+    sch.setMode(Mode::Auto);
+    settleAt(motor, 0, 0);
+
+    clock = 1000; sch.tick();                    // held from here
+    clock = 3000; sch.tick();
+    CHECK(sch.heldForSaveTotalMs() == 2000);     // still held: counted so far
+    room = true;
+    clock = 3500; sch.tick();                    // released after 2.5 s
+    CHECK(sch.heldForSaveTotalMs() == 2500);
+    clock = 9000;
+    CHECK(sch.heldForSaveTotalMs() == 2500);     // not held: no more
+}
+
+TEST_CASE("the CPU guard's interval scale spaces pictures further apart") {
+    long long   clock = 0;
+    FakeMotor   motor;
+    FakeCamera  cam;
+    ScanGrid    grid({{0.0, 0.0}, {0.0, 0.0}});
+    CaptureScheduler sch(motor, cam, 1.0 /*1000 ms*/, testGeometry(), grid,
+                         [&] { return clock; });
+    sch.setSettleWait(0, 0);
+    sch.setMode(Mode::Auto);
+    sch.setIntervalScale(2.0);
+    CHECK(sch.intervalMs() == doctest::Approx(2000.0));
+
+    settleAt(motor, 0, 0);
+    clock = 10;   sch.tick();                    // move
+    clock = 100;  sch.tick();                    // standstill
+    clock = 1500; sch.tick();
+    CHECK(cam.triggers == 0);                    // 1 s would have fired; 2 s has not
+    clock = 2000; sch.tick();
+    CHECK(cam.triggers == 1);
+
+    sch.setIntervalScale(0.5);                   // never faster than configured
+    CHECK(sch.intervalScale() == doctest::Approx(1.0));
+    CHECK(sch.intervalMs() == doctest::Approx(1000.0));
+}
+
+TEST_CASE("the CPU guard's pause stops continuous capture keeping frames; a snapshot still fires") {
+    long long   clock = 0;
+    FakeMotor   motor;
+    FakeCamera  cam;
+    ScanGrid    grid({{0.0, 0.0}});
+    CaptureScheduler sch(motor, cam, 1.0 /*1000 ms*/, testGeometry(), grid,
+                         [&] { return clock; });
+    sch.setSettleWait(0, 0);
+    sch.setContinuous(true);
+    settleAt(motor, 0, 0);
+    sch.setPaused(true);
+    for (clock = 100; clock < 5000; clock += 100) sch.tick();
+    CHECK(cam.triggers == 0);
+
+    sch.requestSnapshot();
+    for (clock = 5000; clock < 5300; clock += 100) sch.tick();
+    CHECK(cam.triggers == 1);
+
+    sch.setPaused(false);
+    for (clock = 5300; clock < 7000; clock += 100) sch.tick();
+    CHECK(cam.triggers >= 2);
+}

tests/test_tariscamerasource.cpp

@@ -0,0 +1,478 @@
+#include "fgc/TarisCameraSource.h"
+
+#include <doctest/doctest.h>
+
+#include <atomic>
+#include <chrono>
+#include <cstring>
+#include <mutex>
+#include <string>
+#include <thread>
+#include <vector>
+
+using namespace fgc;
+using namespace fgc::irbgrab;
+
+namespace {
+
+// A stand-in for the IRBGRAB SDK and one TarisIR mini behind it. The source
+// calls it from its worker thread; the test changes it from its own.
+struct FakeSdk {
+    std::mutex m;
+    std::vector<std::string> search{"SN:2017744|00:0e:c6:aa:bb:cc|192.168.0.200#0"};
+    std::string accept = "#0";          // connect succeeds for strings ending like this
+    std::vector<std::string> connect_attempts;
+    int      cal = 0;
+    int      calib_sets = 0;
+    float    rate = 0.f;
+    bool     grabbing = false;
+    int      inits = 0;
+    int      connects = 0;
+    // The newest frame: counts, and the camera's number for it.
+    std::vector<uint16_t> px;
+    int64_t  image_num = 0;              // ours; the camera reports 0 for every frame
+    int      lut_calls = 0;              // the first LUTs after connecting are empty
+    uint32_t w = 8, h = 4;
+    Ret      no_frame = kErrNotFound;    // what getdata says before any frame
+    std::atomic<bool> frozen{false};     // stop producing frames (stall)
+    std::atomic<int>  nuc_interval{30};  // the camera's own NUC timer, s
+    std::atomic<int>  nucs{0};           // NUC_Perform calls
+    std::atomic<int>  nuc_mode{0};
+
+    void push(uint16_t v, uint16_t hot = 0) {
+        std::lock_guard<std::mutex> l(m);
+        px.assign(static_cast<size_t>(w) * h, v);
+        if (hot) px[5] = hot;
+        ++image_num;
+    }
+};
+FakeSdk* g = nullptr;
+
+void copyText(const std::string& s, char* buf, int len) {
+    std::memset(buf, 0, static_cast<size_t>(len));
+    std::memcpy(buf, s.data(), std::min<size_t>(s.size(), static_cast<size_t>(len) - 1));
+}
+
+Ret fInit() { std::lock_guard<std::mutex> l(g->m); ++g->inits; return kSuccess; }
+void fUninit() {}
+Ret fVersion(char* b, int n) { copyText("4.3.44", b, n); return kSuccess; }
+Ret fTypes(char* b, int n) { copyText("Simulator;TARISirmini", b, n); return kSuccess; }
+Ret fCreate(Handle* d, int32_t type, char*) { *d = type == 1 ? 42 : 0; return type == 1 ? kSuccess : kErrNotFound; }
+Ret fFree(Handle* d) { *d = 0; return kSuccess; }
+Ret fSearch(Handle, int32_t* n) {
+    std::lock_guard<std::mutex> l(g->m);
+    *n = static_cast<int32_t>(g->search.size());
+    return kSuccess;
+}
+Ret fConnect(Handle, char* s) {
+    std::lock_guard<std::mutex> l(g->m);
+    const std::string str = s;
+    g->connect_attempts.push_back(str);
+    const bool ok = str.size() >= g->accept.size() &&
+                    str.compare(str.size() - g->accept.size(), g->accept.size(), g->accept) == 0;
+    if (ok) { ++g->connects; g->lut_calls = 0; }
+    return ok ? kSuccess : kTypeErr | 0x10;
+}
+Ret fDisconnect(Handle) { return kSuccess; }
+Ret fStart(Handle, int32_t) { std::lock_guard<std::mutex> l(g->m); g->grabbing = true; return kSuccess; }
+Ret fStop(Handle, int32_t) { std::lock_guard<std::mutex> l(g->m); g->grabbing = false; return kSuccess; }
+Ret fGetParam(Handle, uint32_t what, void* data, uint32_t type) {
+    std::lock_guard<std::mutex> l(g->m);
+    if (what == param::kSearchString && type == kTypeIdxString) {
+        auto* p = static_cast<IdxString*>(data);
+        if (p->index < 0 || p->index >= static_cast<int>(g->search.size())) return kErrNotFound;
+        copyText(g->search[p->index], p->value.text, p->value.len);
+        return kSuccess;
+    }
+    if (what == param::kCalibActive && type == kTypeIdxInt32) {
+        static_cast<IdxInt32*>(data)->value = g->cal;
+        return kSuccess;
+    }
+    if (what == param::kCalibCount && type == kTypeInt32) { *static_cast<int32_t*>(data) = 2; return kSuccess; }
+    if (what == param::kCalibChangeInProgress && type == kTypeInt32) { *static_cast<int32_t*>(data) = 0; return kSuccess; }
+    if (what == param::kCalibName && type == kTypeIdxString) {
+        auto* p = static_cast<IdxString*>(data);
+        copyText(p->index == 0 ? "FF (-40-120C) #4101" : "FF (0-600C) #4102", p->value.text, p->value.len);
+        return kSuccess;
+    }
+    if (what == param::kCameraName && type == kTypeString) {
+        auto* p = static_cast<String*>(data);
+        copyText("TARISirmini", p->text, p->len);
+        return kSuccess;
+    }
+    if (what == param::kCameraTempHousing && type == kTypeSingle) { *static_cast<float*>(data) = 308.15f; return kSuccess; }
+    if (what == param::kNucInterval && type == kTypeInt32) { *static_cast<int32_t*>(data) = g->nuc_interval; return kSuccess; }
+    return kErrNotSupported;
+}
+Ret fSetParam(Handle, uint32_t what, void* data, uint32_t type) {
+    std::lock_guard<std::mutex> l(g->m);
+    if (what == param::kCalibActive && type == kTypeIdxInt32) {
+        g->cal = static_cast<IdxInt32*>(data)->value;
+        ++g->calib_sets;
+        return kSuccess;
+    }
+    if (what == param::kFramerateHz && type == kTypeSingle) { g->rate = *static_cast<float*>(data); return kSuccess; }
+    if (what == param::kPollingEnable) return kSuccess;
+    if (what == param::kNucInterval && type == kTypeInt32) {
+        g->nuc_interval = *static_cast<int32_t*>(data);
+        return kSuccess;
+    }
+    if (what == param::kNucPerform && type == kType2Int32) {
+        // As the camera: the call returns when the NUC is done.
+        g->nuc_mode = static_cast<Int2*>(data)->value1;
+        ++g->nucs;
+        std::this_thread::sleep_for(std::chrono::milliseconds(20));
+        return kSuccess;
+    }
+    return kErrNotSupported;
+}
+// A memory object is a copy of the newest frame.
+struct Mem {
+    std::vector<uint16_t> px;
+    uint32_t w, h;
+    int64_t  num;
+    int      cal;
+};
+Ret fGetData(Handle, int32_t what, Handle* mem) {
+    std::lock_guard<std::mutex> l(g->m);
+    if (what != kMemIrDigitFrame || !g->grabbing || g->px.empty() || g->frozen) return g->no_frame;
+    *mem = reinterpret_cast<Handle>(new Mem{g->px, g->w, g->h, g->image_num, g->cal});
+    return kSuccess;
+}
+Ret fMemFree(Handle* mem) { delete reinterpret_cast<Mem*>(*mem); *mem = 0; return kSuccess; }
+Ret fDim(Handle mem, uint32_t* w, uint32_t* h, uint32_t* t) {
+    auto* m = reinterpret_cast<Mem*>(mem);
+    *w = m->w; *h = m->h; *t = 0;
+    return kSuccess;
+}
+Ret fPtr(Handle mem, Handle* p, int32_t* bytes) {
+    auto* m = reinterpret_cast<Mem*>(mem);
+    *p     = reinterpret_cast<Handle>(m->px.data());
+    *bytes = static_cast<int32_t>(m->px.size() * 2);
+    return kSuccess;
+}
+Ret fInfo(Handle mem, void* info) {
+    // As the TarisIR mini: no frame counter, but each frame has its own time.
+    auto* mi           = static_cast<MemInfo*>(info);
+    mi->image_num      = 0;
+    mi->timestamp_ms   = 200.0 * static_cast<double>(reinterpret_cast<Mem*>(mem)->num);
+    mi->missed_packets = 1;
+    return kSuccess;
+}
+Ret fLut(Handle mem, void* lut, float, float, float, float) {
+    const double kpc = reinterpret_cast<Mem*>(mem)->cal == 1 ? 0.02 : 0.01;
+    auto*        l   = static_cast<float*>(lut);
+    {
+        std::lock_guard<std::mutex> lk(g->m);
+        if (++g->lut_calls <= 2) {   // still empty, and "ok", as on the tower
+            for (int i = 0; i < 65536; ++i) l[i] = 0.f;
+            return kSuccess;
+        }
+    }
+    for (int i = 0; i < 65536; ++i) l[i] = static_cast<float>(i * kpc);
+    return kSuccess;
+}
+
+std::shared_ptr<const Api> fakeApi() {
+    auto a = std::make_shared<Api>();
+    a->dll_init = fInit; a->dll_uninit = fUninit; a->dll_version = fVersion;
+    a->dll_devicetypenames = fTypes; a->dev_create = fCreate; a->dev_free = fFree;
+    a->dev_search = fSearch; a->dev_connect = fConnect; a->dev_disconnect = fDisconnect;
+    a->dev_startgrab = fStart; a->dev_stopgrab = fStop; a->dev_getparam = fGetParam;
+    a->dev_setparam = fSetParam; a->dev_getdata = fGetData; a->mem_free = fMemFree;
+    a->mem_getdimension = fDim; a->mem_getdataptr = fPtr; a->mem_getinfo = fInfo;
+    a->mem_getdvlut = fLut;
+    return a;
+}
+
+TarisCameraSource::Options fastOptions() {
+    TarisCameraSource::Options o;
+    o.serial        = "2017744";
+    o.frame_rate_hz = 50;     // polls every 10 ms
+    o.retry_min_ms  = 20;
+    o.retry_max_ms  = 40;
+    o.stall_ms      = 2000;
+    return o;
+}
+
+// Each call of pred() counts: trigger() is not idempotent.
+template <class F> bool waitFor(F pred, int ms = 3000) {
+    const auto end = std::chrono::steady_clock::now() + std::chrono::milliseconds(ms);
+    for (;;) {
+        if (pred()) return true;
+        if (std::chrono::steady_clock::now() >= end) return false;
+        std::this_thread::sleep_for(std::chrono::milliseconds(5));
+    }
+}
+
+struct Harness {
+    FakeSdk            sdk;
+    TarisCameraSource  cam;
+    std::mutex         m;
+    std::vector<Frame> frames;
+
+    explicit Harness(TarisCameraSource::Options o = fastOptions(), bool net_raw = true)
+        : cam((g = &sdk, o), fakeApi(), [net_raw] { return net_raw; }) {
+        cam.setFrameCallback([this](const Frame& f) {
+            std::lock_guard<std::mutex> l(m);
+            frames.push_back(f);
+        });
+    }
+    ~Harness() { cam.close(); g = nullptr; }
+    bool online() { return waitFor([this] { return cam.offline(0).empty(); }); }
+    // Trigger until a frame comes or the time is up.
+    bool shot(int ms = 2000) { return waitFor([this] { return cam.trigger(); }, ms); }
+};
+
+}  // namespace
+
+TEST_CASE("the thermal camera connects, trying adapters until one answers") {
+    Harness t;
+    t.sdk.accept = "#3";   // the adapter index has moved since the search
+    t.cam.open();
+    t.cam.start();
+    t.sdk.push(29315, 57315);
+    REQUIRE(t.online());
+    // The rate is set by restarting the grab once the first frame is in.
+    CHECK(waitFor([&] { std::lock_guard<std::mutex> l(t.sdk.m); return t.sdk.rate > 49.f; }));
+    std::lock_guard<std::mutex> l(t.sdk.m);
+    REQUIRE(t.sdk.connect_attempts.size() >= 4);
+    CHECK(t.sdk.connect_attempts.front() == "SN:2017744|00:0e:c6:aa:bb:cc|192.168.0.200#0");
+    CHECK(t.sdk.connect_attempts.back().substr(t.sdk.connect_attempts.back().size() - 2) == "#3");
+    CHECK(t.sdk.rate == doctest::Approx(50.f));
+    CHECK(t.sdk.grabbing);
+    CHECK(t.sdk.calib_sets == 0);   // already on the wanted profile
+}
+
+TEST_CASE("a fresh frame is delivered once, as counts with their scale") {
+    Harness t;
+    t.cam.open();
+    t.cam.start();
+    t.sdk.push(29315, 57315);
+    REQUIRE(t.shot());
+    CHECK_FALSE(t.cam.trigger());   // the same frame is not handed out twice
+    REQUIRE(t.frames.size() == 1);
+    const Frame& f = t.frames[0];
+    CHECK(f.layout == PixelLayout::Mono16);
+    CHECK(f.width == 8);
+    CHECK(f.height == 4);
+    REQUIRE(f.data.size() == 64);
+    uint16_t px5 = 0;
+    std::memcpy(&px5, f.data.data() + 10, 2);
+    CHECK(px5 == 57315);
+    REQUIRE(f.thermal);
+    CHECK(f.thermal->cal == 0);
+    CHECK(f.thermal->kelvin_per_count == doctest::Approx(0.01));   // documented, then measured
+    CHECK(f.thermal->missed_packets == 1);
+
+    t.sdk.push(29400);
+    CHECK(t.shot());
+    double v = 0;
+    CHECK(t.cam.readFeature(0, "CalibProfile", v));
+    CHECK(v == 0);
+    CHECK(waitFor([&] { return t.cam.readFeature(0, "HousingTemperature", v); }, 7000));
+    CHECK(v == doctest::Approx(35.0));
+}
+
+TEST_CASE("the zero frames after starting are never delivered") {
+    Harness t;
+    t.cam.open();
+    t.cam.start();
+    t.sdk.push(0);
+    std::this_thread::sleep_for(std::chrono::milliseconds(100));
+    CHECK_FALSE(t.cam.trigger());
+    t.sdk.push(29315);
+    CHECK(t.shot());
+}
+
+TEST_CASE("a frame older than max_frame_age_ms is not kept") {
+    auto o = fastOptions();
+    o.max_frame_age_ms = 50;
+    Harness t(o);
+    t.cam.open();
+    t.cam.start();
+    t.sdk.push(29315);
+    REQUIRE(t.online());
+    t.sdk.frozen = true;   // no newer frame arrives
+    std::this_thread::sleep_for(std::chrono::milliseconds(150));
+    CHECK_FALSE(t.cam.trigger());
+}
+
+TEST_CASE("delivery stops while stopped, the camera keeps grabbing") {
+    Harness t;
+    t.cam.open();
+    t.sdk.push(29315);
+    REQUIRE(t.online());
+    CHECK_FALSE(t.cam.trigger());   // not started
+    t.cam.start();
+    CHECK(t.cam.trigger());
+    t.cam.stop();
+    t.sdk.push(29400);
+    std::this_thread::sleep_for(std::chrono::milliseconds(50));
+    CHECK_FALSE(t.cam.trigger());
+    std::lock_guard<std::mutex> l(t.sdk.m);
+    CHECK(t.sdk.grabbing);
+}
+
+TEST_CASE("the configured calibration profile is set on connect") {
+    auto o = fastOptions();
+    o.calib_profile = 1;
+    Harness t(o);
+    t.cam.open();
+    t.cam.start();
+    t.sdk.push(14658);
+    REQUIRE(t.shot());
+    CHECK(t.sdk.calib_sets == 1);
+    REQUIRE(t.frames[0].thermal);
+    CHECK(t.frames[0].thermal->cal == 1);
+    CHECK(t.frames[0].thermal->kelvin_per_count == doctest::Approx(0.02));
+}
+
+TEST_CASE("switching the profile while running changes the scale of later frames") {
+    Harness t;
+    t.cam.open();
+    t.cam.start();
+    t.sdk.push(29315);
+    REQUIRE(t.shot());
+    REQUIRE(t.cam.setFeature(0, "CalibProfile", "1"));
+    CHECK_FALSE(t.cam.setFeature(0, "CalibProfile", "7"));   // the camera has two
+    CHECK_FALSE(t.cam.setFeature(0, "CalibProfile", "x"));
+    t.sdk.push(14658);
+    REQUIRE(t.shot());
+    REQUIRE(t.frames.back().thermal);
+    CHECK(t.frames.back().thermal->cal == 1);
+    CHECK(t.frames.back().thermal->kelvin_per_count == doctest::Approx(0.02));
+}
+
+TEST_CASE("a camera not on the network is offline, says why, and is found later") {
+    Harness t;
+    t.sdk.search = {"SN:999|00:00:00:00:00:01|192.168.0.201#0"};
+    t.cam.open();
+    t.cam.start();
+    t.sdk.push(29315);
+    CHECK(waitFor([&] { return t.cam.offline(0).find("not found") != std::string::npos; }));
+    CHECK_FALSE(t.cam.trigger());
+    {
+        std::lock_guard<std::mutex> l(t.sdk.m);
+        t.sdk.search = {"SN:2017744|00:0e:c6:aa:bb:cc|192.168.0.200#0"};
+    }
+    CHECK(t.online());
+    CHECK(t.shot());
+}
+
+TEST_CASE("without CAP_NET_RAW the camera stays offline and the SDK is not touched") {
+    Harness t(fastOptions(), false);
+    t.cam.open();
+    CHECK(waitFor([&] { return t.cam.offline(0).find("cap_net_raw") != std::string::npos; }));
+    CHECK(t.sdk.inits == 0);
+    CHECK_FALSE(t.cam.trigger());
+}
+
+TEST_CASE("a camera that goes quiet is reconnected") {
+    auto o     = fastOptions();
+    o.stall_ms = 100;
+    Harness t(o);
+    t.cam.open();
+    t.cam.start();
+    t.sdk.push(29315);
+    REQUIRE(t.online());
+    t.sdk.frozen = true;
+    CHECK(waitFor([&] { return t.cam.deviceInfo()[0].restarts >= 1; }));
+    t.sdk.frozen = false;
+    t.sdk.push(29400);
+    CHECK(t.shot());
+    std::lock_guard<std::mutex> l(t.sdk.m);
+    CHECK(t.sdk.connects >= 2);
+}
+
+TEST_CASE("the program takes over the camera's NUC timer and hands it back") {
+    {
+        Harness t;
+        t.cam.open();
+        t.sdk.push(29315);
+        REQUIRE(t.online());
+        CHECK(t.sdk.nuc_interval == 0);   // the camera's own timer is off
+        t.cam.close();
+        CHECK(t.sdk.nuc_interval == 30);  // and back as found
+    }
+    {
+        auto o = fastOptions();
+        o.nuc_interval_ms = 0;            // leave it to the camera
+        Harness t(o);
+        t.cam.open();
+        t.sdk.push(29315);
+        REQUIRE(t.online());
+        t.cam.moving();
+        std::this_thread::sleep_for(std::chrono::milliseconds(100));
+        CHECK(t.sdk.nuc_interval == 30);
+        CHECK(t.sdk.nucs == 0);
+    }
+}
+
+TEST_CASE("a move runs a due NUC, and no more often than the interval") {
+    auto o            = fastOptions();
+    o.nuc_interval_ms = 400;
+    Harness t(o);
+    t.cam.open();
+    t.cam.start();
+    t.sdk.push(29315);
+    REQUIRE(t.online());
+    CHECK(t.sdk.nucs == 0);
+    t.cam.moving();                       // the first move after connecting runs one
+    CHECK(waitFor([&] { return t.sdk.nucs == 1; }, 1000));
+    CHECK(t.sdk.nuc_mode == kNucMode1Point);
+    t.cam.moving();                       // not due yet
+    std::this_thread::sleep_for(std::chrono::milliseconds(150));
+    CHECK(t.sdk.nucs == 1);
+    std::this_thread::sleep_for(std::chrono::milliseconds(300));
+    t.cam.moving();                       // due again
+    CHECK(waitFor([&] { return t.sdk.nucs == 2; }, 1000));
+}
+
+TEST_CASE("an overdue NUC runs without a move") {
+    auto o            = fastOptions();
+    o.nuc_interval_ms = 100;
+    Harness t(o);
+    t.cam.open();
+    t.sdk.push(29315);
+    REQUIRE(t.online());
+    // Twice the interval with no move at all (manual mode, say).
+    CHECK(waitFor([&] { return t.sdk.nucs >= 1; }, 1500));
+}
+
+TEST_CASE("after a NUC only a frame from after it is taken") {
+    auto o            = fastOptions();
+    o.nuc_interval_ms = 400;
+    Harness t(o);
+    t.cam.open();
+    t.cam.start();
+    t.sdk.push(29315);
+    REQUIRE(t.online());
+    CHECK(t.cam.frameReady());
+    t.sdk.frozen = true;                  // nothing new comes during and after the NUC
+    t.cam.moving();
+    REQUIRE(waitFor([&] { return t.sdk.nucs == 1; }, 1000));
+    std::this_thread::sleep_for(std::chrono::milliseconds(50));
+    CHECK_FALSE(t.cam.frameReady());      // the frame from before the NUC is stale
+    CHECK_FALSE(t.cam.trigger());
+    t.sdk.frozen = false;
+    t.sdk.push(29400);
+    CHECK(waitFor([&] { return t.cam.frameReady(); }, 1000));
+    CHECK(t.shot());
+}
+
+TEST_CASE("a missing SDK library leaves the camera offline, not the program down") {
+    auto o    = fastOptions();
+    o.library = "libdoes_not_exist_irbgrab.so";
+    TarisCameraSource cam(o, nullptr, [] { return true; });
+    cam.open();
+    CHECK(waitFor([&] { return cam.offline(0).find("cannot load") != std::string::npos; }));
+    CHECK_FALSE(cam.trigger());
+    cam.close();
+}
+
+TEST_CASE("the documented scales") {
+    CHECK(TarisCameraSource::expectedKelvinPerCount(0) == 0.01);
+    CHECK(TarisCameraSource::expectedKelvinPerCount(1) == 0.02);
+    CHECK(TarisCameraSource::expectedKelvinPerCount(2) == 0.0);
+}

tests/test_testrunner.cpp

@@ -4,6 +4,7 @@
 #include "fgc/HardwareChecks.h"
 
 #include <algorithm>
+#include "fgc/CompositeCameraSource.h"
 #include "fgc/mock/MockCameraSource.h"
 #include "fgc/mock/MockImuSource.h"
 #include "fgc/mock/MockMotorController.h"
@@ -203,6 +204,32 @@ TEST_CASE("a healthy camera passes frames, forced dark and forced bright, and is
     CHECK(st.pct_high < 1.0);
 }
 
+TEST_CASE("with a thermal camera beside it, both deliver frames and only colour is forced") {
+    std::vector<std::unique_ptr<ICameraSource>> v;
+    v.push_back(std::make_unique<MockCameraSource>());
+    v.push_back(std::make_unique<MockCameraSource>(1, 640, 480, PixelLayout::Mono16));
+    CompositeCameraSource cam(std::move(v));
+    MockMotorController motor;
+    motor.start();
+    HardwareTestContext hw;
+    hw.camera = &cam;
+    hw.configured_cameras = {"rgb", "tir"};
+    hw.frame_timeout_ms = {200, 200};
+    TestRunner tr(motor, nullptr, unitGeometry(), T_CAM_ALL, fastProfile(), ".", hw);
+    auto rep = runToCompletion(tr);
+    REQUIRE(rep);
+    // 16-bit counts are two bytes a pixel, and that is a whole frame.
+    CHECK(section(*rep, "cam_frames")->pass);
+    // No exposure to force on a thermal camera: noted, not failed.
+    const TestSection* dark = section(*rep, "cam_dark");
+    REQUIRE(dark);
+    CHECK(dark->pass);
+    CHECK(std::any_of(dark->notes.begin(), dark->notes.end(), [](const std::string& n) {
+        return n.find("tir: not applicable") != std::string::npos;
+    }));
+    CHECK(rep->all_pass);
+}
+
 TEST_CASE("a camera that delivers nothing fails the frames leaf") {
     MockCameraSource cam;
     cam.setFault(MockCameraSource::Fault::NoFrames);

tests/test_thermalguard.cpp

@@ -0,0 +1,486 @@
+#include <doctest/doctest.h>
+
+#include "fgc/ChannelTopics.h"
+#include "fgc/Config.h"
+#include "fgc/HostMetrics.h"
+#include "fgc/OperatingMode.h"
+#include "fgc/ThermalGuard.h"
+
+#include <filesystem>
+#include <fstream>
+#include <string>
+#include <vector>
+
+#include <unistd.h>
+
+using namespace fgc;
+namespace fs = std::filesystem;
+
+namespace {
+
+// A host at `c` degrees, 2.8 of 3.6 GHz, 30% busy, counters at `count`.
+HostReading at(long long t_s, double c, long long count = 0) {
+    HostReading r;
+    r.now_ms = t_s * 1000;
+    r.temp_ok = true;
+    r.cpu_c = c;
+    r.zone = "x86_pkg_temp";
+    r.clock_ok = true;
+    r.mhz = 2800;
+    r.hw_max_mhz = 3600;
+    r.count_ok = true;
+    r.throttle_count = count;
+    r.busy_pct = 30;
+    return r;
+}
+
+bool logged(const std::vector<GuardLog>& log, const std::string& part) {
+    for (const auto& l : log)
+        if (l.second.find(part) != std::string::npos) return true;
+    return false;
+}
+
+// Feed a reading every 2 s from t0 to t1 (inclusive), collecting the log.
+std::vector<GuardLog> run(ThermalGuard& g, long long t0, long long t1, double c,
+                          long long count = 0) {
+    std::vector<GuardLog> all;
+    for (long long t = t0; t <= t1; t += 2) {
+        auto l = g.update(at(t, c, count));
+        all.insert(all.end(), l.begin(), l.end());
+    }
+    return all;
+}
+
+struct FakeSys {
+    fs::path root;
+    FakeSys() {
+        root = fs::temp_directory_path() / ("fgc_fakesys_" + std::to_string(::getpid()));
+        fs::remove_all(root);
+    }
+    ~FakeSys() { fs::remove_all(root); }
+    void put(const std::string& rel, const std::string& text) {
+        fs::path p = root / rel;
+        fs::create_directories(p.parent_path());
+        std::ofstream(p) << text;
+    }
+};
+
+}  // namespace
+
+TEST_CASE("a cool, idle CPU stays at the normal pace") {
+    ThermalGuard g;
+    auto log = run(g, 0, 600, 60.0);
+    CHECK(g.state() == GuardState::Normal);
+    CHECK(g.intervalScale() == doctest::Approx(1.0));
+    CHECK_FALSE(g.pauseCapture());
+    CHECK(log.empty());
+}
+
+TEST_CASE("a hot CPU slows the scan, and the slow-down lifts only after it has been calm") {
+    ThermalParams p;
+    ThermalGuard g(p);
+    run(g, 0, 10, 70.0);
+    auto log = g.update(at(12, 86.0));
+    CHECK(g.state() == GuardState::Slowed);
+    CHECK(g.intervalScale() == doctest::Approx(p.slow_factor));
+    CHECK(logged(log, "CPU at 86 \xC2\xB0""C"));
+    CHECK(logged(log, "2x further apart"));
+
+    // Below slow_c but inside the hysteresis band: stays slowed.
+    run(g, 14, 400, 82.0);
+    CHECK(g.state() == GuardState::Slowed);
+
+    // Below slow_c - hysteresis, but not yet for calm_s.
+    run(g, 402, 402 + p.calm_s - 4, 78.0);
+    CHECK(g.state() == GuardState::Slowed);
+    // A hot blip restarts the calm clock.
+    g.update(at(402 + p.calm_s - 2, 81.0));
+    run(g, 402 + p.calm_s, 402 + 2 * p.calm_s - 2, 78.0);
+    CHECK(g.state() == GuardState::Slowed);
+    log = run(g, 402 + 2 * p.calm_s, 402 + 2 * p.calm_s + 4, 78.0);
+    CHECK(g.state() == GuardState::Normal);
+    CHECK(logged(log, "back to the normal picture pace"));
+}
+
+TEST_CASE("a CPU that stays very hot pauses pictures, and resumes once cool and the pause is served") {
+    ThermalParams p;
+    ThermalGuard g(p);
+    // One hot sample is not enough: pause_after_s of it is.
+    g.update(at(0, 93.0));
+    CHECK(g.state() == GuardState::Slowed);
+    auto log = run(g, 2, p.pause_after_s, 93.0);
+    CHECK(g.state() == GuardState::Paused);
+    CHECK(g.pauseCapture());
+    CHECK(logged(log, "pausing pictures"));
+
+    // Cooled quickly, but the pause runs its minimum.
+    const long long paused_at = p.pause_after_s;
+    run(g, paused_at + 2, paused_at + p.min_pause_s - 2, 70.0);
+    CHECK(g.state() == GuardState::Paused);
+    log = run(g, paused_at + p.min_pause_s, paused_at + p.min_pause_s + 2, 70.0);
+    CHECK(g.state() == GuardState::Slowed);   // resumes slowed, not straight to full pace
+    CHECK(logged(log, "pictures resume"));
+}
+
+TEST_CASE("a pause lasts while the CPU is above resume_c, or saving has not caught up") {
+    ThermalParams p;
+    ThermalGuard g(p);
+    run(g, 0, p.pause_after_s + 2, 95.0);
+    REQUIRE(g.state() == GuardState::Paused);
+    run(g, 30, 30 + 2 * p.min_pause_s, p.resume_c + 3);
+    CHECK(g.state() == GuardState::Paused);   // served its time, still too warm
+
+    HostReading r = at(1000, 70.0);
+    r.save_pending = 1;
+    g.update(r);
+    CHECK(g.state() == GuardState::Paused);   // cool, but a frame is still saving
+    g.update(at(1002, 70.0));
+    CHECK(g.state() == GuardState::Slowed);
+}
+
+TEST_CASE("saving that keeps the scan waiting slows it, then pauses it") {
+    ThermalParams p;
+    ThermalGuard g(p);
+    auto held = [](long long t) {
+        HostReading r = at(t, 60.0);
+        r.held_for_save = true;
+        r.save_pending = 4;
+        return r;
+    };
+    // Brief holds are normal.
+    for (long long t = 0; t < p.held_slow_s; t += 2) g.update(held(t));
+    CHECK(g.state() == GuardState::Normal);
+    g.update(at(p.held_slow_s, 60.0));            // caught up: the clock restarts
+    for (long long t = p.held_slow_s + 2; t < 2 * p.held_slow_s; t += 2) g.update(held(t));
+    CHECK(g.state() == GuardState::Normal);
+
+    std::vector<GuardLog> log;
+    long long t = 100;
+    for (; t <= 100 + p.held_slow_s; t += 2) {
+        auto l = g.update(held(t));
+        log.insert(log.end(), l.begin(), l.end());
+    }
+    CHECK(g.state() == GuardState::Slowed);
+    CHECK(logged(log, "Saving has kept the scan waiting"));
+    for (; t <= 100 + p.held_pause_s; t += 2) g.update(held(t));
+    CHECK(g.state() == GuardState::Paused);
+}
+
+// A saver too slow for the interval: the scan waits `wait_s` out of every
+// `cycle_s`, never long in one go - the overload the desk run with a CPU quota
+// showed (save 4.6 s against a 2 s interval). Feeds samples every 2 s from t0
+// to t1, keeping the running waiting total in `held`.
+std::vector<GuardLog> runSlowSaver(ThermalGuard& g, long long t0, long long t1, double wait_frac,
+                                   long long& held, double save_ms = 4600.0) {
+    std::vector<GuardLog> all;
+    for (long long t = t0; t <= t1; t += 2) {
+        HostReading r = at(t, 60.0);
+        held += static_cast<long long>(2000 * wait_frac);
+        r.held_total_ms    = held;
+        r.held_for_save    = (t / 2) % 2 == 0 && wait_frac > 0.0;   // short waits, on and off
+        r.save_pending     = 2;
+        r.base_interval_ms = 2000;
+        r.save_ms_mean     = save_ms;
+        r.save_workers     = 1;
+        auto l = g.update(r);
+        all.insert(all.end(), l.begin(), l.end());
+    }
+    return all;
+}
+
+TEST_CASE("a saver that holds the scan briefly but often slows it, to a pace saving can keep") {
+    ThermalParams p;
+    ThermalGuard g(p);
+    long long held = 0;
+    // 10% of the time waiting: a saver with headroom; nothing to do.
+    runSlowSaver(g, 0, 120, 0.10, held);
+    CHECK(g.state() == GuardState::Normal);
+    // 50%: the bottleneck. Judged on half a minute at least, then slowed.
+    auto log = runSlowSaver(g, 122, 200, 0.50, held);
+    CHECK(g.state() == GuardState::Slowed);
+    CHECK(logged(log, "of the last minute"));
+    // The pace follows what saving takes: 1.5 x 4.6 s = 6.9 s, not 2 x 2 s.
+    CHECK(g.intervalScale() == doctest::Approx(1.5 * 4600.0 / 2000.0));
+    CHECK(logged(log, "one picture every 6.9 s instead of 2.0"));
+}
+
+TEST_CASE("slowed, but saving still the bottleneck: paused; with headroom: back to normal") {
+    ThermalParams p;
+    {
+        ThermalGuard g(p);
+        long long held = 0;
+        long long s = 0;   // when it slowed
+        while (g.state() == GuardState::Normal && s < 120) {
+            s += 2;
+            runSlowSaver(g, s, s, 0.5, held);
+        }
+        REQUIRE(g.state() == GuardState::Slowed);
+        // Judged only once a minute of slowed pictures is in the window, then
+        // held_pause_s of it.
+        runSlowSaver(g, s + 2, s + 60 + p.held_pause_s - 4, 0.5, held);
+        CHECK(g.state() == GuardState::Slowed);
+        auto log = runSlowSaver(g, s + 60 + p.held_pause_s - 2, s + 60 + p.held_pause_s + 4,
+                                0.5, held);
+        CHECK(g.state() == GuardState::Paused);
+        CHECK(logged(log, "even slowed"));
+    }
+    {
+        ThermalGuard g(p);
+        long long held = 0;
+        runSlowSaver(g, 0, 60, 0.5, held);
+        REQUIRE(g.state() == GuardState::Slowed);
+        // The slower pace gave saving its headroom: no waiting at all. But a
+        // save still 4.6 s long does not fit the 2 s pace, so going back would
+        // only overload again: it stays slowed, at a pace it can hold, no flapping.
+        runSlowSaver(g, 62, 62 + 60 + p.calm_s, 0.0, held);
+        CHECK(g.state() == GuardState::Slowed);
+        // Saving fast again (the CPU cooled, the load went): back to normal.
+        long long t = 62 + 60 + p.calm_s + 2;
+        runSlowSaver(g, t, t + p.calm_s + 4, 0.0, held, 1000.0);
+        CHECK(g.state() == GuardState::Normal);
+    }
+}
+
+TEST_CASE("the slowed pace never goes past 10x, and remembers the save time through a pause") {
+    ThermalGuard g;
+    long long held = 0;
+    runSlowSaver(g, 0, 60, 0.5, held, 60000.0);   // a minute per picture
+    REQUIRE(g.state() == GuardState::Slowed);
+    CHECK(g.intervalScale() == doctest::Approx(10.0));
+}
+
+TEST_CASE("missing readings are left out of the rules, not taken as zero or as hot") {
+    ThermalGuard g;
+    for (long long t = 0; t < 600; t += 2) {
+        HostReading r;
+        r.now_ms = t * 1000;
+        auto log = g.update(r);
+        CHECK(log.empty());
+    }
+    CHECK(g.state() == GuardState::Normal);
+}
+
+TEST_CASE("thermal off keeps full pace; thermal resume clears a pause") {
+    ThermalParams p;
+    ThermalGuard g(p);
+    run(g, 0, p.pause_after_s + 2, 95.0);
+    REQUIRE(g.state() == GuardState::Paused);
+
+    auto log = g.forceResume(30000);
+    CHECK(g.state() == GuardState::Normal);
+    CHECK_FALSE(log.empty());
+    // Still hot: the rules apply afresh - slowed at once, paused after pause_after_s.
+    g.update(at(32, 95.0));
+    CHECK(g.state() == GuardState::Slowed);
+    run(g, 34, 32 + p.pause_after_s, 95.0);
+    CHECK(g.state() == GuardState::Paused);
+
+    g.setEnabled(false, 100000);
+    CHECK_FALSE(g.enabled());
+    CHECK(g.state() == GuardState::Normal);
+    run(g, 100, 1000, 99.0);
+    CHECK(g.state() == GuardState::Normal);
+    g.setEnabled(true, 1002000);
+    g.update(at(1004, 99.0));
+    CHECK(g.state() == GuardState::Slowed);
+}
+
+TEST_CASE("throttling is logged when it starts, summarised once a minute, and when it ends") {
+    ThermalGuard g;
+    // Counters still: nothing.
+    auto log = run(g, 0, 10, 80.0, 100);
+    CHECK_FALSE(g.throttle().throttling());
+    CHECK(log.empty());
+
+    // The counter rises: one start line, with the temperature and clock.
+    log = g.update(at(12, 90.0, 103));
+    CHECK(g.throttle().throttling());
+    CHECK(logged(log, "CPU is slowing itself to stay cool: 90 \xC2\xB0""C, running at 2.8 GHz of 3.6 GHz"));
+    CHECK(g.state() == GuardState::Slowed);
+
+    // Rising every sample for 70 s: exactly one summary.
+    int summaries = 0;
+    long long count = 103;
+    for (long long t = 14; t <= 82; t += 2) {
+        count += 2;
+        for (const auto& l : g.update(at(t, 90.0, count)))
+            if (l.second.find("CPU still slowed") != std::string::npos) ++summaries;
+    }
+    CHECK(summaries == 1);
+    CHECK(g.throttle().eventsLastMinute() > 0);
+
+    // Counter stops: the end line comes after a quiet minute, not before.
+    log = run(g, 84, 140, 80.0, count);
+    CHECK(g.throttle().throttling());
+    CHECK_FALSE(logged(log, "no longer slowed"));
+    log = run(g, 142, 146, 80.0, count);
+    CHECK_FALSE(g.throttle().throttling());
+    CHECK(logged(log, "CPU no longer slowed: 80 \xC2\xB0""C"));
+}
+
+TEST_CASE("throttling is inferred from a low clock while busy, as a capped or power-limited CPU shows") {
+    ThermalGuard g;
+    auto slow = [](long long t, double busy) {
+        HostReading r = at(t, 70.0);
+        r.count_ok = false;            // no kernel counters on this host
+        r.mhz = 800;
+        r.busy_pct = busy;
+        return r;
+    };
+    // Low clock while idle is just an idle CPU.
+    for (long long t = 0; t < 20; t += 2) g.update(slow(t, 5));
+    CHECK_FALSE(g.throttle().throttling());
+    // One busy sample may be the governor catching up; two are not.
+    auto log = g.update(slow(20, 90));
+    CHECK_FALSE(g.throttle().throttling());
+    log = g.update(slow(22, 90));
+    CHECK(g.throttle().throttling());
+    CHECK(g.throttle().cause() == "clock");
+    CHECK(logged(log, "judged from its clock"));
+}
+
+TEST_CASE("a throttle counter that goes backwards is a fresh start, not throttling") {
+    ThermalGuard g;
+    g.update(at(0, 70.0, 500));
+    auto log = g.update(at(2, 70.0, 3));
+    CHECK_FALSE(g.throttle().throttling());
+    CHECK(log.empty());
+}
+
+TEST_CASE("host readers on a fake sysfs tree") {
+    FakeSys s;
+    s.put("sys/class/thermal/thermal_zone0/temp", "48000\n");
+    s.put("sys/class/thermal/thermal_zone0/type", "acpitz\n");
+    s.put("sys/class/thermal/thermal_zone1/temp", "91500\n");
+    s.put("sys/class/thermal/thermal_zone1/type", "x86_pkg_temp\n");
+    for (int c = 0; c < 4; ++c) {
+        const std::string cpu = "sys/devices/system/cpu/cpu" + std::to_string(c) + "/";
+        s.put(cpu + "cpufreq/scaling_cur_freq", std::to_string(1000000 + c * 200000) + "\n");
+        s.put(cpu + "cpufreq/cpuinfo_max_freq", "3600000\n");
+        s.put(cpu + "cpufreq/scaling_max_freq", c == 2 ? "1600000\n" : "3600000\n");
+        s.put(cpu + "thermal_throttle/package_throttle_count", "7\n");
+        s.put(cpu + "thermal_throttle/core_throttle_count", "1\n");
+    }
+    s.put("sys/devices/system/cpu/cpufreq/policy0/scaling_cur_freq", "999\n");   // not a core
+    s.put("proc/stat", "cpu  100 0 50 800 50 0 0 0 0 0\ncpu0 1 2 3 4\n");
+    const std::string root = s.root.string();
+
+    auto th = hostmetrics::readThermal(root);
+    REQUIRE(th.ok);
+    CHECK(th.max_temp_c == doctest::Approx(91.5));
+    CHECK(th.hottest_zone == "x86_pkg_temp");
+    CHECK(th.cpu_temp_c == doctest::Approx(91.5));
+
+    // A Wi-Fi card hotter than the CPU (the towers list iwlwifi_1): the hottest
+    // zone is the card, but the CPU guard still reads the CPU package.
+    s.put("sys/class/thermal/thermal_zone2/temp", "97000\n");
+    s.put("sys/class/thermal/thermal_zone2/type", "iwlwifi_1\n");
+    th = hostmetrics::readThermal(root);
+    CHECK(th.hottest_zone == "iwlwifi_1");
+    CHECK(th.cpu_zone == "x86_pkg_temp");
+    CHECK(th.cpu_temp_c == doctest::Approx(91.5));
+
+    auto f = hostmetrics::readCpuFreq(root);
+    REQUIRE(f.ok);
+    CHECK(f.core_mhz.size() == 4);
+    CHECK(f.core_mhz[0] == doctest::Approx(1000.0));
+    CHECK(f.mean_mhz == doctest::Approx(1300.0));
+    CHECK(f.hw_max_mhz == doctest::Approx(3600.0));
+    CHECK(f.cap_mhz == doctest::Approx(1600.0));
+
+    auto c = hostmetrics::readThrottleCount(root);
+    REQUIRE(c.ok);
+    CHECK(c.events == 7 + 4);   // the package once, every core
+
+    auto t = hostmetrics::readCpuTimes(root);
+    REQUIRE(t.ok);
+    CHECK(t.total == 1000);
+    CHECK(t.busy == 150);
+
+    // A tree without proc/stat reads the real one: busy % stays real in a simulation.
+    fs::remove(s.root / "proc/stat");
+    CHECK(hostmetrics::readCpuTimes(root).ok);
+
+    // Nothing there: not ok, no throw.
+    CHECK_FALSE(hostmetrics::readCpuFreq("/nonexistent-fgc").ok);
+    CHECK_FALSE(hostmetrics::readThrottleCount("/nonexistent-fgc").ok);
+    CHECK(hostmetrics::readCpuTimes("/nonexistent-fgc").ok);   // the real /proc/stat
+    CHECK_FALSE(hostmetrics::readThermal("/nonexistent-fgc").ok);
+}
+
+TEST_CASE("[Thermal] config: defaults, overrides and the order of the limits") {
+    AppConfig d = ConfigLoader::fromMap({});
+    CHECK(d.thermal.enabled);
+    CHECK(d.thermal.sysfs_root == "/");
+    CHECK(d.thermal.slow_c == doctest::Approx(85.0));
+    CHECK(d.thermal.pause_c == doctest::Approx(92.0));
+    CHECK(d.thermal.resume_c == doctest::Approx(75.0));
+    CHECK_FALSE(d.features.mock_camera_full);
+
+    AppConfig c = ConfigLoader::fromMap({{"Thermal.slow_c", "80"},
+                                         {"Thermal.pause_c", "88"},
+                                         {"Thermal.resume_c", "70"},
+                                         {"Thermal.slow_factor", "3"},
+                                         {"Thermal.sysfs_root", "/tmp/fake"},
+                                         {"Thermal.enabled", "false"},
+                                         {"Features.mock_camera_size", "full"}});
+    CHECK_FALSE(c.thermal.enabled);
+    CHECK(c.thermal.slow_c == doctest::Approx(80.0));
+    CHECK(c.thermal.slow_factor == doctest::Approx(3.0));
+    CHECK(c.thermal.sysfs_root == "/tmp/fake");
+    CHECK(c.features.mock_camera_full);
+
+    CHECK_THROWS(ConfigLoader::fromMap({{"Thermal.slow_c", "95"}}));       // above pause_c
+    CHECK_THROWS(ConfigLoader::fromMap({{"Thermal.resume_c", "90"}}));     // above slow_c
+    CHECK_THROWS(ConfigLoader::fromMap({{"Thermal.slow_factor", "0.5"}}));
+    CHECK_THROWS(ConfigLoader::fromMap({{"Thermal.held_pause_s", "10"}})); // under held_slow_s
+    CHECK_THROWS(ConfigLoader::fromMap({{"Thermal.sample_ms", "10"}}));
+    CHECK_THROWS(ConfigLoader::fromMap({{"Features.mock_camera_size", "huge"}}));
+}
+
+TEST_CASE("Health payload: unknown readings are null, numbers rounded") {
+    HealthReport h;
+    h.tower = "t121";
+    h.state = "paused";
+    h.reason = "CPU at 93 \xC2\xB0""C for 20 s";
+    h.cpu_c_ok = true;
+    h.cpu_c = 93.04;
+    h.cpu_mhz_ok = true;
+    h.cpu_mhz = 1187.6;
+    h.throttling = true;
+    h.throttle_events_last_min = 14;
+    h.interval_s = 10.0;
+    h.held_s = 3;
+    h.timestamp_ms = 1700000000000;
+    const std::string j = healthJson(h);
+    CHECK(j.find("\"state\":\"paused\"") != std::string::npos);
+    CHECK(j.find("\"cpu_c\":93.0") != std::string::npos);
+    CHECK(j.find("\"cpu_mhz\":1188") != std::string::npos);
+    CHECK(j.find("\"cpu_busy_pct\":null") != std::string::npos);
+    CHECK(j.find("\"enclosure_c\":null") != std::string::npos);
+    CHECK(j.find("\"save_ms_mean\":null") != std::string::npos);
+    CHECK(j.find("\"throttling\":true") != std::string::npos);
+    CHECK(j.find("\"throttle_events_last_min\":14") != std::string::npos);
+    CHECK(j.find("\"interval_s\":10.0") != std::string::npos);
+    CHECK(j.find("\"time\":1700000000000") != std::string::npos);
+    CHECK(j.find("\"cams_offline\":\"\"") != std::string::npos);   // all cameras delivering
+    h.cams_offline = "TIR";
+    CHECK(healthJson(h).find("\"cams_offline\":\"TIR\"") != std::string::npos);
+    CHECK(j.front() == '{');
+    CHECK(j.back() == '}');
+}
+
+TEST_CASE("the CPU guard's commands work in every mode") {
+    CHECK(allowedIn(Mode::Auto, "thermal"));
+    CHECK(allowedIn(Mode::Pan, "thermal resume"));
+    CHECK(allowedIn(Mode::Auto, "thermal off"));
+}
+
+TEST_CASE("busy percent between two /proc/stat reads") {
+    auto a = hostmetrics::parseProcStatCpu("cpu  100 0 100 700 100 0 0 0\n");
+    auto b = hostmetrics::parseProcStatCpu("cpu  400 0 100 1000 100 0 0 0\n");
+    CHECK(hostmetrics::busyPercent(a, b) == doctest::Approx(50.0));
+    CHECK(hostmetrics::busyPercent(a, a) == doctest::Approx(-1.0));
+    CHECK(hostmetrics::busyPercent({}, b) == doctest::Approx(-1.0));
+    CHECK_FALSE(hostmetrics::parseProcStatCpu("intr 1 2 3\n").ok);
+}

tests/test_thermalstats.cpp

@@ -0,0 +1,92 @@
+#include "fgc/ThermalStats.h"
+
+#include <doctest/doctest.h>
+
+#include <vector>
+
+using namespace fgc;
+
+namespace {
+
+// 20.00 degC at the default 0.01 K per count.
+constexpr uint16_t kRoom = 29315;
+
+std::vector<uint16_t> flat(uint32_t w, uint32_t h, uint16_t v) {
+    return std::vector<uint16_t>(static_cast<size_t>(w) * h, v);
+}
+
+}  // namespace
+
+TEST_CASE("counts convert to tenths of a degree Celsius under either profile") {
+    CHECK(countsToDeciC(27315, 0.01) == 0);        // 273.15 K
+    CHECK(countsToDeciC(kRoom, 0.01) == 200);      // 20.0 degC
+    CHECK(countsToDeciC(23315, 0.01) == -400);     // -40.0 degC, sky
+    CHECK(countsToDeciC(57315, 0.01) == 3000);     // 300.0 degC
+    // Profile 1 doubles the step: the same temperature is half the count.
+    CHECK(countsToDeciC(14658, 0.02) == 200);      // 293.16 K -> 20.01 rounds to 20.0
+    CHECK(countsToDeciC(28658, 0.02) == 3000);     // 573.16 K
+    // Rounded to nearest, not truncated: 20.06 degC.
+    CHECK(countsToDeciC(29321, 0.01) == 201);
+    CHECK(countsToDeciC(29319, 0.01) == 200);      // 20.04 degC
+}
+
+TEST_CASE("maximum, median and hot spot of a scene") {
+    const uint32_t w = 8, h = 4;
+    auto           px = flat(w, h, kRoom);
+    px[2 * w + 5] = 57315;                         // 300 degC at (5, 2)
+    ThermalFrameInfo info;
+    const auto s = thermalStats(px.data(), w, h, info);
+    REQUIRE(s.valid);
+    CHECK(s.valid_pixels == w * h);
+    CHECK(s.max_count == 57315);
+    CHECK(s.tmax_decic == 3000);
+    CHECK(s.median_count == kRoom);                // one outlier does not move the median
+    CHECK(s.tmed_decic == 200);
+    CHECK(s.hotx == doctest::Approx(5.5 / 8));     // pixel centre, normalised
+    CHECK(s.hoty == doctest::Approx(2.5 / 4));
+}
+
+TEST_CASE("the median is the lower middle value") {
+    const std::vector<uint16_t> px = {30000, 29000, 31000, 28000};   // sorted 28 29 30 31
+    const auto s = thermalStats(px.data(), 4, 1, ThermalFrameInfo{});
+    CHECK(s.median_count == 29000);
+}
+
+TEST_CASE("the first occurrence of the maximum is the hot spot") {
+    auto px = flat(4, 4, kRoom);
+    px[1 * 4 + 1] = 40000;
+    px[3 * 4 + 3] = 40000;
+    const auto s = thermalStats(px.data(), 4, 4, ThermalFrameInfo{});
+    CHECK(s.hotx == doctest::Approx(1.5 / 4));
+    CHECK(s.hoty == doctest::Approx(1.5 / 4));
+}
+
+TEST_CASE("zero and wrapped counts take no part") {
+    auto px = flat(4, 2, kRoom);
+    px[0] = 0;                       // the camera's start-up frames are zeros
+    px[1] = 65535;                   // past the LUT's wrap: not a temperature
+    px[2] = 65281;
+    ThermalFrameInfo info;
+    const auto s = thermalStats(px.data(), 4, 2, info);
+    REQUIRE(s.valid);
+    CHECK(s.valid_pixels == 5);
+    CHECK(s.max_count == kRoom);
+    // At the limit itself the count still counts.
+    px[3] = info.valid_count_max;
+    CHECK(thermalStats(px.data(), 4, 2, info).max_count == info.valid_count_max);
+}
+
+TEST_CASE("a frame with no valid pixel has no statistics") {
+    const auto zeros = flat(4, 4, 0);
+    CHECK_FALSE(thermalStats(zeros.data(), 4, 4, ThermalFrameInfo{}).valid);
+    CHECK_FALSE(thermalStats(nullptr, 4, 4, ThermalFrameInfo{}).valid);
+    CHECK_FALSE(thermalStats(zeros.data(), 0, 4, ThermalFrameInfo{}).valid);
+}
+
+TEST_CASE("the scale comes from the frame's profile") {
+    const auto px = flat(2, 2, 14658);             // 20 degC under profile 1
+    ThermalFrameInfo info;
+    info.cal              = 1;
+    info.kelvin_per_count = 0.02;
+    CHECK(thermalStats(px.data(), 2, 2, info).tmed_decic == 200);
+}

tools/camera-bench/results-2026-10-08-tower111-throttle/cap1200_flat.jsonl

@@ -0,0 +1,62 @@
+{"t": 1, "temp_c": 54.0, "mhz": 1200, "cpu_pct": 62.8, "watts": 4.84, "rss_mb": 565, "done": 0, "queue": 0}
+{"t": 2, "temp_c": 54.0, "mhz": 1200, "cpu_pct": 65.9, "watts": 4.93, "rss_mb": 534, "done": 0, "queue": 0}
+{"t": 3, "temp_c": 54.0, "mhz": 1200, "cpu_pct": 60.1, "watts": 5.00, "rss_mb": 588, "done": 1, "queue": 0}
+{"t": 4, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 63.1, "watts": 3.74, "rss_mb": 617, "done": 1, "queue": 0}
+{"t": 5, "temp_c": 54.0, "mhz": 1200, "cpu_pct": 57.8, "watts": 4.96, "rss_mb": 473, "done": 2, "queue": 0}
+{"t": 6, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 65.9, "watts": 5.09, "rss_mb": 634, "done": 2, "queue": 0}
+{"t": 7, "temp_c": 54.0, "mhz": 1051, "cpu_pct": 63.2, "watts": 5.06, "rss_mb": 398, "done": 2, "queue": 0}
+{"t": 8, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 62.4, "watts": 4.93, "rss_mb": 610, "done": 3, "queue": 0}
+{"t": 9, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 62.9, "watts": 3.77, "rss_mb": 576, "done": 3, "queue": 0}
+{"t": 10, "temp_c": 54.0, "mhz": 1000, "cpu_pct": 60.2, "watts": 4.93, "rss_mb": 661, "done": 4, "queue": 0}
+{"t": 11, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 69.8, "watts": 5.07, "rss_mb": 680, "done": 4, "queue": 0}
+{"t": 12, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 57.1, "watts": 4.76, "rss_mb": 638, "done": 5, "queue": 0}
+{"t": 13, "temp_c": 54.0, "mhz": 1000, "cpu_pct": 67.2, "watts": 5.15, "rss_mb": 691, "done": 5, "queue": 0}
+{"t": 14, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 61.5, "watts": 4.93, "rss_mb": 562, "done": 6, "queue": 0}
+{"t": 15, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 64.1, "watts": 5.07, "rss_mb": 683, "done": 6, "queue": 0}
+{"t": 16, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 64.2, "watts": 3.80, "rss_mb": 559, "done": 6, "queue": 0}
+{"t": 17, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 67.9, "watts": 5.03, "rss_mb": 689, "done": 7, "queue": 0}
+{"t": 18, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 61.8, "watts": 5.09, "rss_mb": 690, "done": 7, "queue": 0}
+{"t": 19, "temp_c": 54.0, "mhz": 1200, "cpu_pct": 55.8, "watts": 4.77, "rss_mb": 691, "done": 8, "queue": 0}
+{"t": 20, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 68.2, "watts": 5.14, "rss_mb": 693, "done": 8, "queue": 0}
+{"t": 21, "temp_c": 56.0, "mhz": 1200, "cpu_pct": 78.1, "watts": 5.65, "rss_mb": 687, "done": 9, "queue": 0}
+{"t": 22, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 75.0, "watts": 4.17, "rss_mb": 695, "done": 9, "queue": 0}
+{"t": 23, "temp_c": 55.0, "mhz": 1100, "cpu_pct": 60.3, "watts": 5.08, "rss_mb": 589, "done": 10, "queue": 0}
+{"t": 24, "temp_c": 54.0, "mhz": 1200, "cpu_pct": 63.9, "watts": 5.08, "rss_mb": 696, "done": 10, "queue": 0}
+{"t": 25, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 66.5, "watts": 4.95, "rss_mb": 696, "done": 10, "queue": 0}
+{"t": 26, "temp_c": 55.0, "mhz": 1200, "cpu_pct": 62.6, "watts": 5.07, "rss_mb": 699, "done": 11, "queue": 0}
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tools/camera-bench/results-2026-10-08-tower111-throttle/cap1600_flat.jsonl

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tools/camera-bench/results-2026-10-08-tower111-throttle/guard_run.log

@@ -0,0 +1,229 @@
+16:56:32.187 [INFO ] hardware: /etc/fire_gimbal_control/hardware.ini  board lattepanda-3-delta  axes yaw, pitch
+16:56:32.188 [INFO ] logging to /home/ggs/.local/share/fire_gimbal_control/logs/fgc_20261008-165632.000.log (level debug, 10 x 20 MB)
+16:56:32.188 [INFO ] Loaded config: /home/ggs/.config/fire_gimbal_control/config.ini
+16:56:32.188 [INFO ] Single-instance lock held: /run/user/1000/fire_gimbal_control.lock
+16:56:32.188 [INFO ] wire trace enabled: mqtt
+16:56:32.246 [INFO ] camera 'rgb': 3 profile(s) from /home/ggs/.config/fire_gimbal_control/camera_profiles/rgb; active 'standard'
+16:56:32.247 [INFO ] IMU frames: reference NWU -> NED; mount x 180  y 0  z 0 (deg, Z-X-Y); readings are in the gimbal frame
+16:56:32.258 [INFO ] MQTT (re)connected; subscribing
+16:56:32.258 [INFO ] MQTT connected to tcp://127.0.0.1:1883 as 'dev'
+16:56:32.258 [INFO ] capture output dir: /home/ggs/projects/fwt_2a/images
+16:56:32.258 [INFO ] image saving: 1 worker(s) x 4 thread(s), up to 4 frame(s) waiting
+16:56:32.258 [INFO ] scan grid: 15 waypoints
+16:56:32.258 [INFO ] keep rule: fixed wait of 1000 ms after standstill
+16:56:32.259 [INFO ] CPU guard: pictures slow down at 85 °C or when the CPU throttles, and pause at 92 °C (resume at 75 °C)
+16:56:32.259 [INFO ] yaw motor current: run 756 mA (GLOBALSCALER 80, IRUN 31), homing 756 mA (IRUN 31) -- R_sense 0.075 ohm from hardware.ini [Motor.yaw]
+16:56:32.259 [INFO ] pitch motor current: run 472 mA (GLOBALSCALER 50, IRUN 31), homing 472 mA (IRUN 31) -- R_sense 0.075 ohm from hardware.ini [Motor.pitch]
+16:56:32.259 [INFO ] Serial controller started on /dev/serial/by-id/usb-Arduino_LLC_Arduino_Leonardo-if00 @ 115200
+16:56:32.941 [INFO ] MTi config: MTi-28A53G35 fw 2.6.1 scenario 7 (machine_nomagfield) @ 100 Hz, mode 0x0007 settings 0x00000005
+16:56:33.002 [INFO ] MTi IMU started on /dev/ttyS0 @ 115200
+16:56:34.025 [INFO ] Opened camera 'rgb' DEV_1AB22C049CD1 (1800 U-1240c)
+16:56:43.189 [ERROR] camera: applying profile 'standard' from /home/ggs/.config/fire_gimbal_control/camera_profiles/rgb/standard.xml failed (error -39)
+16:56:43.190 [INFO ] hardware: declared assembly confirmed (yaw, pitch)
+16:56:43.190 [MQTT] PUB GGS/FWT/dev/StatusCode 2
+16:56:43.282 [INFO ] Running gimbal init sequence (enable + home)
+16:56:43.282 [INFO ] drivetrain re-sent to axis Y: 12 values from hardware.ini
+16:56:43.282 [INFO ] drivetrain re-sent to axis P: 12 values from hardware.ini
+16:57:26.384 [INFO ] Gimbal homed (both axes READY)
+16:57:26.441 [INFO ] firmware dump:
+DUMP BEGIN build=8efa63b uptime=84894318 mcusr=0x0 reset=none free_ram=1607
+DUMP Y state=3 hsub=8 enabled=1 lim_neg=408820 lim_pos=591181 hold_target=500000 speed=5908 center=500000 soft_margin=5000 gs=80 irun=31 irun_home=31 steps_per_rev=177000 enc_dev=1500 homing_speed=12362 center_speed=25753 sw_mode=2208 cfg_rx=0x1FFE limp=0 hold_corr=4 hold_peak=142693 hold_cumul=2969 has_encoder=1 cs=8 en=7
+DUMP Y TMC GCONF=0x0000000C GSTAT=0x00000000 IOIN=0x3000002C TSTEP=0x000FFFFF RAMPMODE=0x00000000 XACTUAL=0x0007A120 VACTUAL=0x00000000 XTARGET=0x0007A120 SW_MODE=0x000008A0 RAMP_STAT=0x00000680 X_ENC=0x0007A117 ENC_STATUS=0x00000000 CHOPCONF=0x00410043 DRV_STATUS=0x801F4000 PWM_SCALE=0x00000040 PWM_AUTO=0x006C003E
+DUMP P state=3 hsub=8 enabled=1 lim_neg=213898 lim_pos=786103 hold_target=500000 speed=157403 center=500000 soft_margin=5000 gs=50 irun=31 irun_home=31 steps_per_rev=500000 enc_dev=1500 homing_speed=170978 center_speed=68470 sw_mode=2211 cfg_rx=0x1FFE limp=0 hold_corr=2 hold_peak=245129 hold_cumul=615 has_encoder=1 cs=1 en=0
+DUMP P TMC GCONF=0x0000000C GSTAT=0x00000000 IOIN=0x30000008 TSTEP=0x000FFFFF RAMPMODE=0x00000000 XACTUAL=0x0007A120 VACTUAL=0x00000000 XTARGET=0x0007A120 SW_MODE=0x000008A3 RAMP_STAT=0x00001688 X_ENC=0x0007A113 ENC_STATUS=0x00000000 CHOPCONF=0x00410043 DRV_STATUS=0x80084000 PWM_SCALE=0x0000000F PWM_AUTO=0x001E0038
+DUMP ENV t=21 h=52 ok=1 fan=0 rpm=0 dht=9 fan_pwm=10 fan_tach=11
+DUMP END
+
+16:57:26.500 [INFO ] yaw counts_per_deg 528.254 agrees with the homed travel (182361 counts / 345 deg = 528.583); leaving the calibration alone
+16:57:26.500 [INFO ] pitch counts_per_deg -14072.9 agrees with the homed travel (572205 counts / 40.5 deg = -14128.5); leaving the calibration alone
+16:57:26.500 [INFO ] homed yaw travel: 112.4..438.684 deg (headings 112.4..78.6844 true), centre 500000 = 275.541 deg
+16:57:26.500 [INFO ] homed pitch travel: -27.3943..12.5553 deg, centre 500000 = -7.41947 deg
+16:57:26.500 [WARN ] 3 of 15 scan waypoints lie outside the reachable yaw arc (112.4..78.6844 true) and will be skipped
+16:57:26.500 [INFO ] yaw speed: 7.99943 deg/s (VMAX 5908) -- 528.254 counts/deg
+16:57:26.500 [INFO ] pitch speed: 8.00003 deg/s (VMAX 157403) -- -14072.9 counts/deg
+16:57:26.500 [INFO ] Gimbal init finished
+16:57:26.509 [INFO ] mode auto
+16:57:26.509 [MQTT] PUB GGS/FWT/dev/StatusCode 0
+16:57:26.509 [INFO ] Entering control loop (type 'exit' to quit, or Ctrl-C)
+16:57:26.509 [INFO ] scan move 1/15: yaw 0 pitch 10 (deg)
+16:57:26.511 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"normal","reason":"","guard":true,"cpu_c":51.0,"cpu_mhz":2800,"cpu_busy_pct":null,"throttling":false,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":0,"save_ms_mean":null,"save_ms_max":null,"held_s":0,"interval_s":5.0,"time":1791471446511}
+16:57:38.211 [INFO ] captured waypoint 1/15
+16:57:38.222 [INFO ] scan move 2/15: yaw 45 pitch 10 (deg)
+16:57:39.022 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":3598, "pit":86, "time":1791471458131 }
+16:57:45.060 [WARN ] waypoint 2/15: 6.8 s since the last picture, over the 5.0 s interval (move 5.8 s, exposure 1.0 s)
+16:57:45.084 [INFO ] captured waypoint 2/15
+16:57:45.095 [WARN ] scan waypoint 3/15 heading 90 deg is outside the reachable yaw arc; skipping it (further unreachable waypoints are skipped silently)
+16:57:45.095 [INFO ] scan move 4/15: yaw 135 pitch 10 (deg)
+16:57:45.692 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":450, "pit":86, "time":1791471464990 }
+16:58:19.746 [WARN ] waypoint 4/15: 34.7 s since the last picture, over the 5.0 s interval (move 33.6 s, exposure 1.0 s)
+16:58:19.760 [INFO ] captured waypoint 4/15
+16:58:19.770 [INFO ] scan move 5/15: yaw 180 pitch 10 (deg)
+16:58:20.384 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1353, "pit":93, "time":1791471499666 }
+16:58:26.626 [WARN ] waypoint 5/15: 6.9 s since the last picture, over the 5.0 s interval (move 5.8 s, exposure 1.0 s)
+16:58:26.637 [INFO ] captured waypoint 5/15
+16:58:26.639 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"normal","reason":"","guard":true,"cpu_c":53.0,"cpu_mhz":1077,"cpu_busy_pct":15,"throttling":false,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":3,"save_ms_mean":681,"save_ms_max":812,"held_s":0,"interval_s":5.0,"time":1791471506639}
+16:58:26.650 [INFO ] scan move 6/15: yaw 0 pitch 5 (deg)
+16:58:27.239 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1800, "pit":98, "time":1791471506525 }
+16:58:50.079 [WARN ] waypoint 6/15: 23.4 s since the last picture, over the 5.0 s interval (move 22.4 s, exposure 1.0 s)
+16:58:50.087 [INFO ] captured waypoint 6/15
+16:58:50.097 [INFO ] scan move 7/15: yaw 45 pitch 5 (deg)
+16:58:50.779 [INFO ] saving: 3 pictures in the last minute, 639 ms each on average (longest 692 ms)
+16:58:50.779 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":3598, "pit":36, "time":1791471530055 }
+16:58:56.963 [WARN ] waypoint 7/15: 6.9 s since the last picture, over the 5.0 s interval (move 5.9 s, exposure 1.0 s)
+16:58:56.977 [INFO ] captured waypoint 7/15
+16:58:56.987 [INFO ] scan move 9/15: yaw 135 pitch 5 (deg)
+16:58:57.604 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":451, "pit":36, "time":1791471536914 }
+16:59:26.757 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"normal","reason":"","guard":true,"cpu_c":52.0,"cpu_mhz":778,"cpu_busy_pct":14,"throttling":false,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":3,"save_ms_mean":640,"save_ms_max":692,"held_s":0,"interval_s":5.0,"time":1791471566757}
+16:59:31.624 [WARN ] waypoint 9/15: 34.6 s since the last picture, over the 5.0 s interval (move 33.6 s, exposure 1.0 s)
+16:59:31.660 [INFO ] captured waypoint 9/15
+16:59:31.670 [INFO ] scan move 10/15: yaw 180 pitch 5 (deg)
+16:59:32.194 [INFO ] CPU: 52 °C (x86_pkg_temp), 2.8 GHz of 2.9 GHz, 14% busy
+16:59:32.194 [INFO ] throttling: no, 0 in the last minute, 0 since start
+16:59:32.194 [INFO ] scan pace: normal, one picture every 5.0 s
+16:59:32.194 [INFO ] saving: 2 in the last minute, 659 ms each (longest 692 ms)
+16:59:32.194 [INFO ] limits: slows at 85 °C, pauses at 92 °C for 20 s, resumes at 75 °C after at least 300 s
+16:59:32.571 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1352, "pit":43, "time":1791471571589 }
+16:59:36.780 [WARN ] CPU is running slow while busy (judged from its clock, not the kernel's count): 53 °C, running at 0.8 GHz of 2.9 GHz
+16:59:36.780 [WARN ] CPU is slowing itself down: one picture every 10.0 s instead of 5.0 until the CPU is below 80 °C and keeping up for 2 min
+16:59:36.780 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"slowed","reason":"CPU is slowing itself down","guard":true,"cpu_c":53.0,"cpu_mhz":800,"cpu_busy_pct":68,"throttling":true,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":3,"save_ms_mean":743,"save_ms_max":911,"held_s":0,"interval_s":10.0,"time":1791471576780}
+16:59:41.678 [INFO ] captured waypoint 10/15
+16:59:41.690 [INFO ] scan move 11/15: yaw 0 pitch 15 (deg)
+16:59:45.715 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1800, "pit":48, "time":1791471581592 }
+17:00:05.030 [WARN ] waypoint 11/15: 23.4 s since the last picture, over the 10.0 s interval (move 22.3 s, exposure 1.0 s)
+17:00:05.052 [INFO ] captured waypoint 11/15
+17:00:05.064 [INFO ] scan move 12/15: yaw 45 pitch 15 (deg)
+17:00:08.937 [INFO ] saving: 3 pictures in the last minute, 2943 ms each on average (longest 4035 ms)
+17:00:08.937 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":3598, "pit":111, "time":1791471604932 }
+17:00:15.076 [INFO ] captured waypoint 12/15
+17:00:15.087 [INFO ] scan move 14/15: yaw 135 pitch 15 (deg)
+17:00:18.694 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":451, "pit":111, "time":1791471615030 }
+17:00:36.922 [WARN ] CPU still slowed: clock low all minute, 53 °C, running at 0.8 GHz of 2.9 GHz
+17:00:36.923 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"slowed","reason":"CPU is slowing itself down","guard":true,"cpu_c":53.0,"cpu_mhz":800,"cpu_busy_pct":68,"throttling":true,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":3,"save_ms_mean":3846,"save_ms_max":4035,"held_s":0,"interval_s":10.0,"time":1791471636922}
+17:00:49.639 [WARN ] waypoint 14/15: 34.6 s since the last picture, over the 10.0 s interval (move 33.5 s, exposure 1.0 s)
+17:00:49.658 [INFO ] captured waypoint 14/15
+17:00:49.669 [INFO ] scan move 15/15: yaw 180 pitch 15 (deg)
+17:00:53.137 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1353, "pit":119, "time":1791471649611 }
+17:00:59.678 [INFO ] captured waypoint 15/15
+17:00:59.691 [INFO ] scan move 1/15: yaw 0 pitch 10 (deg)
+17:01:03.230 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1800, "pit":123, "time":1791471659613 }
+17:01:23.125 [INFO ] captured waypoint 1/15
+17:01:23.136 [INFO ] scan move 2/15: yaw 45 pitch 10 (deg)
+17:01:27.270 [INFO ] saving: 3 pictures in the last minute, 3725 ms each on average (longest 4145 ms)
+17:01:27.270 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":3598, "pit":86, "time":1791471682953 }
+17:01:32.235 [INFO ] CPU: 54 °C (x86_pkg_temp), 0.8 GHz of 2.9 GHz, 69% busy
+17:01:32.235 [INFO ] throttling: yes (clock), 0 in the last minute, 0 since start
+17:01:32.235 [INFO ] scan pace: slowed - CPU is slowing itself down, one picture every 10.0 s
+17:01:32.235 [INFO ] saving: 3 in the last minute, 3725 ms each (longest 4145 ms)
+17:01:32.235 [INFO ] limits: slows at 85 °C, pauses at 92 °C for 20 s, resumes at 75 °C after at least 300 s
+17:01:33.145 [INFO ] captured waypoint 2/15
+17:01:33.157 [INFO ] scan move 4/15: yaw 135 pitch 10 (deg)
+17:01:36.745 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":451, "pit":85, "time":1791471693053 }
+17:01:37.060 [WARN ] CPU still slowed: clock low all minute, 55 °C, running at 0.8 GHz of 2.9 GHz
+17:01:37.061 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"slowed","reason":"CPU is slowing itself down","guard":true,"cpu_c":55.0,"cpu_mhz":800,"cpu_busy_pct":91,"throttling":true,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":4,"save_ms_mean":3693,"save_ms_max":4145,"held_s":0,"interval_s":10.0,"time":1791471697060}
+17:02:07.648 [WARN ] waypoint 4/15: 34.5 s since the last picture, over the 10.0 s interval (move 33.5 s, exposure 1.0 s)
+17:02:07.666 [INFO ] captured waypoint 4/15
+17:02:07.677 [INFO ] scan move 5/15: yaw 180 pitch 10 (deg)
+17:02:11.187 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1353, "pit":93, "time":1791471727633 }
+17:02:17.729 [INFO ] captured waypoint 5/15
+17:02:17.741 [INFO ] scan move 6/15: yaw 0 pitch 5 (deg)
+17:02:21.530 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1800, "pit":98, "time":1791471737641 }
+17:02:37.221 [WARN ] CPU still slowed: clock low all minute, 54 °C, running at 0.8 GHz of 2.9 GHz
+17:02:37.222 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"slowed","reason":"CPU is slowing itself down","guard":true,"cpu_c":54.0,"cpu_mhz":800,"cpu_busy_pct":66,"throttling":true,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":2,"save_ms_mean":3660,"save_ms_max":3799,"held_s":0,"interval_s":10.0,"time":1791471757221}
+17:02:41.302 [WARN ] waypoint 6/15: 23.6 s since the last picture, over the 10.0 s interval (move 22.6 s, exposure 1.0 s)
+17:02:41.322 [INFO ] captured waypoint 6/15
+17:02:41.332 [INFO ] scan move 7/15: yaw 45 pitch 5 (deg)
+17:02:45.136 [INFO ] saving: 3 pictures in the last minute, 3711 ms each on average (longest 3814 ms)
+17:02:45.136 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":3598, "pit":34, "time":1791471761260 }
+17:02:51.339 [INFO ] captured waypoint 7/15
+17:02:51.351 [INFO ] scan move 9/15: yaw 135 pitch 5 (deg)
+17:02:54.779 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":451, "pit":36, "time":1791471771262 }
+17:03:25.914 [WARN ] waypoint 9/15: 34.6 s since the last picture, over the 10.0 s interval (move 33.6 s, exposure 1.0 s)
+17:03:25.932 [INFO ] captured waypoint 9/15
+17:03:25.945 [INFO ] scan move 10/15: yaw 180 pitch 5 (deg)
+17:03:29.611 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1352, "pit":43, "time":1791471805843 }
+17:03:32.234 [INFO ] CPU: 56 °C (x86_pkg_temp), 0.8 GHz of 2.9 GHz, 72% busy
+17:03:32.234 [INFO ] throttling: yes (clock), 0 in the last minute, 0 since start
+17:03:32.234 [INFO ] scan pace: slowed - CPU is slowing itself down, one picture every 10.0 s
+17:03:32.234 [INFO ] saving: 3 in the last minute, 3644 ms each (longest 3814 ms)
+17:03:32.234 [INFO ] limits: slows at 85 °C, pauses at 92 °C for 20 s, resumes at 75 °C after at least 300 s
+17:03:35.956 [INFO ] captured waypoint 10/15
+17:03:35.967 [INFO ] scan move 11/15: yaw 0 pitch 15 (deg)
+17:03:37.373 [WARN ] CPU still slowed: clock low all minute, 55 °C, running at 0.8 GHz of 2.9 GHz
+17:03:37.374 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"slowed","reason":"CPU is slowing itself down","guard":true,"cpu_c":55.0,"cpu_mhz":800,"cpu_busy_pct":88,"throttling":true,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":3,"save_ms_mean":3644,"save_ms_max":3814,"held_s":0,"interval_s":10.0,"time":1791471817373}
+17:03:39.531 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1800, "pit":46, "time":1791471815845 }
+17:03:59.314 [WARN ] waypoint 11/15: 23.4 s since the last picture, over the 10.0 s interval (move 22.3 s, exposure 1.0 s)
+17:03:59.419 [INFO ] captured waypoint 11/15
+17:03:59.433 [INFO ] scan move 12/15: yaw 45 pitch 15 (deg)
+17:04:03.336 [INFO ] saving: 3 pictures in the last minute, 3723 ms each on average (longest 3917 ms)
+17:04:03.336 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":3598, "pit":110, "time":1791471839281 }
+17:04:09.440 [INFO ] captured waypoint 12/15
+17:04:09.460 [INFO ] scan move 14/15: yaw 135 pitch 15 (deg)
+17:04:12.912 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":451, "pit":110, "time":1791471849379 }
+17:04:37.498 [WARN ] CPU still slowed: clock low all minute, 55 °C, running at 0.8 GHz of 2.9 GHz
+17:04:37.498 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"slowed","reason":"CPU is slowing itself down","guard":true,"cpu_c":55.0,"cpu_mhz":800,"cpu_busy_pct":68,"throttling":true,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":3,"save_ms_mean":3654,"save_ms_max":3917,"held_s":0,"interval_s":10.0,"time":1791471877498}
+17:04:43.926 [WARN ] waypoint 14/15: 34.5 s since the last picture, over the 10.0 s interval (move 33.5 s, exposure 1.0 s)
+17:04:43.945 [INFO ] captured waypoint 14/15
+17:04:43.958 [INFO ] scan move 15/15: yaw 180 pitch 15 (deg)
+17:04:47.588 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1353, "pit":118, "time":1791471883866 }
+17:04:54.005 [INFO ] captured waypoint 15/15
+17:04:54.015 [INFO ] scan move 1/15: yaw 0 pitch 10 (deg)
+17:04:57.678 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1800, "pit":122, "time":1791471893874 }
+17:05:17.599 [INFO ] captured waypoint 1/15
+17:05:17.618 [INFO ] scan move 2/15: yaw 45 pitch 10 (deg)
+17:05:21.659 [INFO ] saving: 3 pictures in the last minute, 3790 ms each on average (longest 4059 ms)
+17:05:21.659 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":3598, "pit":86, "time":1791471917492 }
+17:05:27.622 [INFO ] captured waypoint 2/15
+17:05:27.636 [INFO ] scan move 4/15: yaw 135 pitch 10 (deg)
+17:05:31.188 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":451, "pit":85, "time":1791471927590 }
+17:05:32.236 [INFO ] CPU: 55 °C (x86_pkg_temp), 0.8 GHz of 2.9 GHz, 89% busy
+17:05:32.236 [INFO ] throttling: yes (clock), 0 in the last minute, 0 since start
+17:05:32.236 [INFO ] scan pace: slowed - CPU is slowing itself down, one picture every 10.0 s
+17:05:32.237 [INFO ] saving: 4 in the last minute, 3734 ms each (longest 4059 ms)
+17:05:32.237 [INFO ] limits: slows at 85 °C, pauses at 92 °C for 20 s, resumes at 75 °C after at least 300 s
+17:05:37.647 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"slowed","reason":"CPU is slowing itself down","guard":true,"cpu_c":54.0,"cpu_mhz":800,"cpu_busy_pct":14,"throttling":true,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":4,"save_ms_mean":3734,"save_ms_max":4059,"held_s":0,"interval_s":10.0,"time":1791471937647}
+17:06:02.200 [WARN ] waypoint 4/15: 34.6 s since the last picture, over the 10.0 s interval (move 33.6 s, exposure 1.0 s)
+17:06:02.214 [INFO ] captured waypoint 4/15
+17:06:02.225 [INFO ] scan move 5/15: yaw 180 pitch 10 (deg)
+17:06:02.858 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1352, "pit":92, "time":1791471962171 }
+17:06:12.236 [INFO ] captured waypoint 5/15
+17:06:12.247 [INFO ] scan move 6/15: yaw 0 pitch 5 (deg)
+17:06:12.864 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1800, "pit":97, "time":1791471972173 }
+17:06:31.739 [INFO ] CPU back to full speed: 55 °C, 0.8 GHz
+17:06:31.740 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"slowed","reason":"CPU is slowing itself down","guard":true,"cpu_c":55.0,"cpu_mhz":800,"cpu_busy_pct":12,"throttling":false,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":2,"save_ms_mean":636,"save_ms_max":644,"held_s":0,"interval_s":10.0,"time":1791471991739}
+17:06:35.594 [WARN ] waypoint 6/15: 23.4 s since the last picture, over the 10.0 s interval (move 22.3 s, exposure 1.0 s)
+17:06:35.608 [INFO ] captured waypoint 6/15
+17:06:35.619 [INFO ] scan move 7/15: yaw 45 pitch 5 (deg)
+17:06:36.330 [INFO ] saving: 3 pictures in the last minute, 664 ms each on average (longest 722 ms)
+17:06:36.330 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":3598, "pit":36, "time":1791471995513 }
+17:06:45.624 [INFO ] captured waypoint 7/15
+17:06:45.634 [INFO ] scan move 9/15: yaw 135 pitch 5 (deg)
+17:06:46.258 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":451, "pit":33, "time":1791472005515 }
+17:07:02.295 [INFO ] CPU: 55 °C (x86_pkg_temp), 2.8 GHz of 2.9 GHz, 13% busy
+17:07:02.295 [INFO ] throttling: no, 0 in the last minute, 0 since start
+17:07:02.295 [INFO ] scan pace: slowed - CPU is slowing itself down, one picture every 10.0 s
+17:07:02.295 [INFO ] saving: 4 in the last minute, 657 ms each (longest 722 ms)
+17:07:02.295 [INFO ] limits: slows at 85 °C, pauses at 92 °C for 20 s, resumes at 75 °C after at least 300 s
+17:07:20.203 [WARN ] waypoint 9/15: 34.6 s since the last picture, over the 10.0 s interval (move 33.6 s, exposure 1.0 s)
+17:07:20.215 [INFO ] captured waypoint 9/15
+17:07:20.226 [INFO ] scan move 10/15: yaw 180 pitch 5 (deg)
+17:07:20.864 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1352, "pit":43, "time":1791472040191 }
+17:07:30.234 [INFO ] captured waypoint 10/15
+17:07:30.244 [INFO ] scan move 11/15: yaw 0 pitch 15 (deg)
+17:07:30.864 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":1800, "pit":47, "time":1791472050194 }
+17:07:31.859 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"slowed","reason":"CPU is slowing itself down","guard":true,"cpu_c":55.0,"cpu_mhz":800,"cpu_busy_pct":29,"throttling":false,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":4,"save_ms_mean":659,"save_ms_max":722,"held_s":0,"interval_s":10.0,"time":1791472051859}
+17:07:53.593 [WARN ] waypoint 11/15: 23.4 s since the last picture, over the 10.0 s interval (move 22.3 s, exposure 1.0 s)
+17:07:53.604 [INFO ] captured waypoint 11/15
+17:07:53.614 [INFO ] scan move 12/15: yaw 45 pitch 15 (deg)
+17:07:54.293 [INFO ] saving: 3 pictures in the last minute, 656 ms each on average (longest 689 ms)
+17:07:54.293 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":3598, "pit":111, "time":1791472073533 }
+17:08:03.621 [INFO ] captured waypoint 12/15
+17:08:03.631 [INFO ] scan move 14/15: yaw 135 pitch 15 (deg)
+17:08:04.270 [MQTT] PUB GGS/FWT/dev/CamEvent { "fwt":"dev", "cam":"RGB", "hdg":451, "pit":110, "time":1791472083536 }
+17:08:31.957 [INFO ] CPU at 54 °C: back to the normal picture pace
+17:08:31.957 [MQTT] PUB GGS/FWT/dev/Health {"fwt":"dev","state":"normal","reason":"","guard":true,"cpu_c":54.0,"cpu_mhz":800,"cpu_busy_pct":15,"throttling":false,"throttle_events_last_min":0,"enclosure_c":21.0,"saved_last_min":2,"save_ms_mean":669,"save_ms_max":689,"held_s":0,"interval_s":5.0,"time":1791472111957}
+17:08:32.296 [INFO ] CPU: 54 °C (x86_pkg_temp), 0.8 GHz of 2.9 GHz, 15% busy
+17:08:32.296 [INFO ] throttling: no, 0 in the last minute, 0 since start
+17:08:32.296 [INFO ] scan pace: normal, one picture every 5.0 s
+17:08:32.296 [INFO ] saving: 2 in the last minute, 669 ms each (longest 689 ms)
+17:08:32.296 [INFO ] limits: slows at 85 °C, pauses at 92 °C for 20 s, resumes at 75 °C after at least 300 s
+17:08:37.309 [INFO ] Shutting down

tools/camera-bench/results-2026-10-08-tower111-throttle/guard_run.sh

@@ -0,0 +1,57 @@
+#!/bin/sh
+# The program itself on tower 111 - real camera, gimbal, the tower's own config -
+# with the CPU throttled: 3 min normal, 6 min at 800 MHz + 2 busy cores, 3 min
+# restored. ~13 min.   nohup sh ~/thermal-test/guard_run.sh > ~/thermal-test/guard_run.out 2>&1 &
+set -u
+# What scripts/fgc sets up for the program: the camera SDK's transport layer,
+# and the MQTT credentials (read, not sourced).
+export GENICAM_GENTL64_PATH=/opt/VimbaX/cti
+CRED=/etc/fire_gimbal_control/credentials.env
+if [ -r "$CRED" ]; then
+    FGC_MQTT_USER=$(sed -n 's/^FGC_MQTT_USER=//p' "$CRED")
+    FGC_MQTT_PW=$(sed -n 's/^FGC_MQTT_PW=//p' "$CRED")
+    export FGC_MQTT_USER FGC_MQTT_PW
+fi
+T=~/thermal-test
+SIM=$T/software/tools/thermal-sim
+BIN=$T/software/build/fire_gimbal_control
+LOG=$T/guard_run.log
+FIFO=$T/cmd.fifo
+
+restore() {
+    sudo -n "$SIM/cap-cpu.sh" restore
+    pkill -f "stress-ng --cpu" 2>/dev/null
+}
+trap restore EXIT INT TERM
+
+rm -f "$FIFO"; mkfifo "$FIFO"
+sleep 100000 > "$FIFO" &           # holds the console's stdin open
+holder=$!
+"$BIN" -c ~/.config/fire_gimbal_control/config.ini --no-tui --trace mqtt \
+    < "$FIFO" > "$LOG" 2>&1 &
+pid=$!
+say() { echo "$(date +%T) $*"; }
+cmd() { echo "$1" > "$FIFO"; }
+
+say "started pid $pid; normal for 3 min"
+sleep 180
+cmd thermal
+say "cap 800 MHz + 2 busy cores for 6 min"
+sudo -n "$SIM/cap-cpu.sh" 800
+stress-ng --cpu 2 --timeout 360s --quiet &
+sleep 120; cmd thermal
+sleep 120; cmd thermal
+sleep 120; cmd thermal
+wait $! 2>/dev/null
+sudo -n "$SIM/cap-cpu.sh" restore
+say "restored; 3 min more"
+sleep 90; cmd thermal
+sleep 90; cmd thermal
+sleep 5
+say "stopping"
+kill -TERM "$pid"
+sleep 15
+kill "$holder" 2>/dev/null
+sleep 3
+kill -0 "$pid" 2>/dev/null && { say "still running, killing"; kill -KILL "$pid"; } || say "program exited"
+rm -f "$FIFO"

tools/camera-bench/results-2026-10-08-tower111-throttle/idle_a.jsonl

@@ -0,0 +1,61 @@
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+{"t": 55, "temp_c": 51.0, "mhz": 791, "cpu_pct": 3.3, "watts": 2.98, "rss_mb": 43}
+{"t": 56, "temp_c": 52.0, "mhz": 759, "cpu_pct": 4.5, "watts": 2.94, "rss_mb": 43}
+{"t": 57, "temp_c": 52.0, "mhz": 801, "cpu_pct": 6.0, "watts": 3.13, "rss_mb": 43}
+{"t": 58, "temp_c": 51.0, "mhz": 800, "cpu_pct": 3.8, "watts": 2.07, "rss_mb": 43}
+{"t": 59, "temp_c": 52.0, "mhz": 797, "cpu_pct": 4.5, "watts": 2.92, "rss_mb": 43}
+{"t": 60, "temp_c": 52.0, "mhz": 2423, "cpu_pct": 4.5, "watts": 2.97, "rss_mb": 43}
+{"summary": "idle", "secs": 60, "temp_c_mean": 52.8, "temp_c_max": 55.0, "mhz_mean": 913, "cpu_pct_mean": 4.8, "watts_mean": 2.90}

tools/camera-bench/results-2026-10-08-tower111-throttle/idle_after1200.jsonl

@@ -0,0 +1,61 @@
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tools/camera-bench/results-2026-10-08-tower111-throttle/idle_after1600.jsonl

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tools/camera-bench/results-2026-10-08-tower111-throttle/idle_after800.jsonl

@@ -0,0 +1,61 @@
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tools/camera-bench/results-2026-10-08-tower111-throttle/idle_afterload.jsonl

@@ -0,0 +1,61 @@
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tools/camera-bench/results-2026-10-08-tower111-throttle/idle_afterpower.jsonl

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tools/camera-bench/results-2026-10-08-tower111-throttle/idle_start.jsonl

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tools/camera-bench/results-2026-10-08-tower111-throttle/load2_paced.jsonl

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+{"t": 13, "temp_c": 77.0, "mhz": 2200, "cpu_pct": 92.0, "watts": 8.96, "rss_mb": 698, "done": 6, "queue": 0}
+{"t": 14, "temp_c": 73.0, "mhz": 2799, "cpu_pct": 64.8, "watts": 8.08, "rss_mb": 480, "done": 7, "queue": 0}
+{"t": 15, "temp_c": 78.0, "mhz": 2600, "cpu_pct": 92.5, "watts": 9.09, "rss_mb": 701, "done": 7, "queue": 0}
+{"t": 16, "temp_c": 76.0, "mhz": 2800, "cpu_pct": 67.7, "watts": 8.08, "rss_mb": 484, "done": 8, "queue": 0}
+{"t": 17, "temp_c": 79.0, "mhz": 2436, "cpu_pct": 92.5, "watts": 9.03, "rss_mb": 705, "done": 8, "queue": 0}
+{"t": 18, "temp_c": 76.0, "mhz": 2800, "cpu_pct": 66.4, "watts": 7.98, "rss_mb": 488, "done": 9, "queue": 0}
+{"t": 19, "temp_c": 79.0, "mhz": 2500, "cpu_pct": 92.3, "watts": 9.24, "rss_mb": 712, "done": 9, "queue": 0}
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+{"t": 37, "temp_c": 76.0, "mhz": 2800, "cpu_pct": 90.8, "watts": 8.86, "rss_mb": 731, "done": 18, "queue": 0}
+{"t": 38, "temp_c": 85.0, "mhz": 2800, "cpu_pct": 67.2, "watts": 8.03, "rss_mb": 584, "done": 19, "queue": 0}
+{"t": 39, "temp_c": 77.0, "mhz": 2550, "cpu_pct": 91.8, "watts": 8.73, "rss_mb": 747, "done": 19, "queue": 0}
+{"t": 40, "temp_c": 82.0, "mhz": 2799, "cpu_pct": 67.2, "watts": 7.98, "rss_mb": 614, "done": 20, "queue": 0}
+{"t": 41, "temp_c": 77.0, "mhz": 2600, "cpu_pct": 91.2, "watts": 8.95, "rss_mb": 748, "done": 20, "queue": 0}
+{"t": 42, "temp_c": 86.0, "mhz": 2800, "cpu_pct": 67.2, "watts": 7.87, "rss_mb": 618, "done": 21, "queue": 0}
+{"t": 43, "temp_c": 78.0, "mhz": 2600, "cpu_pct": 91.0, "watts": 8.96, "rss_mb": 753, "done": 21, "queue": 0}
+{"t": 44, "temp_c": 85.0, "mhz": 2800, "cpu_pct": 67.6, "watts": 7.96, "rss_mb": 586, "done": 22, "queue": 0}
+{"t": 45, "temp_c": 76.0, "mhz": 2464, "cpu_pct": 91.5, "watts": 6.90, "rss_mb": 759, "done": 22, "queue": 0}
+{"t": 46, "temp_c": 86.0, "mhz": 2800, "cpu_pct": 68.6, "watts": 8.08, "rss_mb": 605, "done": 23, "queue": 0}
+{"t": 47, "temp_c": 78.0, "mhz": 2700, "cpu_pct": 91.0, "watts": 8.67, "rss_mb": 743, "done": 23, "queue": 0}
+{"t": 48, "temp_c": 85.0, "mhz": 2800, "cpu_pct": 67.8, "watts": 8.02, "rss_mb": 628, "done": 24, "queue": 0}
+{"t": 49, "temp_c": 80.0, "mhz": 2787, "cpu_pct": 91.3, "watts": 8.87, "rss_mb": 743, "done": 24, "queue": 0}
+{"t": 50, "temp_c": 88.0, "mhz": 2800, "cpu_pct": 67.9, "watts": 7.83, "rss_mb": 598, "done": 25, "queue": 0}
+{"t": 51, "temp_c": 78.0, "mhz": 2642, "cpu_pct": 92.0, "watts": 8.89, "rss_mb": 762, "done": 25, "queue": 0}
+{"t": 52, "temp_c": 84.0, "mhz": 2800, "cpu_pct": 69.5, "watts": 7.97, "rss_mb": 637, "done": 26, "queue": 0}
+{"t": 53, "temp_c": 77.0, "mhz": 2716, "cpu_pct": 91.5, "watts": 6.79, "rss_mb": 746, "done": 26, "queue": 0}
+{"t": 54, "temp_c": 81.0, "mhz": 2800, "cpu_pct": 68.5, "watts": 8.08, "rss_mb": 649, "done": 27, "queue": 0}
+{"t": 55, "temp_c": 78.0, "mhz": 2800, "cpu_pct": 93.0, "watts": 8.69, "rss_mb": 751, "done": 27, "queue": 0}
+{"t": 56, "temp_c": 87.0, "mhz": 2800, "cpu_pct": 68.5, "watts": 8.04, "rss_mb": 632, "done": 28, "queue": 0}
+{"t": 57, "temp_c": 77.0, "mhz": 2701, "cpu_pct": 91.5, "watts": 8.92, "rss_mb": 751, "done": 28, "queue": 0}
+{"t": 58, "temp_c": 83.0, "mhz": 2800, "cpu_pct": 69.1, "watts": 7.85, "rss_mb": 654, "done": 29, "queue": 0}
+{"t": 59, "temp_c": 77.0, "mhz": 2470, "cpu_pct": 96.2, "watts": 9.05, "rss_mb": 751, "done": 29, "queue": 0}
+{"t": 60, "temp_c": 84.0, "mhz": 2800, "cpu_pct": 70.9, "watts": 8.10, "rss_mb": 634, "done": 30, "queue": 0}
+{"t": 61, "temp_c": 78.0, "mhz": 2701, "cpu_pct": 91.0, "watts": 6.80, "rss_mb": 752, "done": 30, "queue": 0}
+{"t": 62, "temp_c": 79.0, "mhz": 2800, "cpu_pct": 68.4, "watts": 8.13, "rss_mb": 660, "done": 31, "queue": 0}
+{"t": 63, "temp_c": 77.0, "mhz": 2500, "cpu_pct": 91.5, "watts": 8.87, "rss_mb": 754, "done": 31, "queue": 0}
+{"t": 64, "temp_c": 86.0, "mhz": 2800, "cpu_pct": 67.5, "watts": 7.89, "rss_mb": 661, "done": 32, "queue": 0}
+{"t": 65, "temp_c": 78.0, "mhz": 2585, "cpu_pct": 92.2, "watts": 8.98, "rss_mb": 755, "done": 32, "queue": 0}
+{"t": 66, "temp_c": 80.0, "mhz": 2800, "cpu_pct": 67.4, "watts": 8.05, "rss_mb": 672, "done": 33, "queue": 0}
+{"t": 67, "temp_c": 77.0, "mhz": 2600, "cpu_pct": 91.7, "watts": 9.02, "rss_mb": 757, "done": 33, "queue": 0}
+{"t": 68, "temp_c": 80.0, "mhz": 2800, "cpu_pct": 66.9, "watts": 5.91, "rss_mb": 682, "done": 34, "queue": 0}
+{"t": 69, "temp_c": 79.0, "mhz": 2778, "cpu_pct": 92.0, "watts": 8.82, "rss_mb": 773, "done": 34, "queue": 0}
+{"t": 70, "temp_c": 84.0, "mhz": 2800, "cpu_pct": 68.5, "watts": 7.94, "rss_mb": 641, "done": 35, "queue": 0}
+{"t": 71, "temp_c": 78.0, "mhz": 2544, "cpu_pct": 91.0, "watts": 8.87, "rss_mb": 759, "done": 35, "queue": 0}
+{"t": 72, "temp_c": 78.0, "mhz": 2300, "cpu_pct": 68.2, "watts": 7.88, "rss_mb": 693, "done": 36, "queue": 0}
+{"t": 73, "temp_c": 79.0, "mhz": 2304, "cpu_pct": 92.1, "watts": 8.81, "rss_mb": 759, "done": 36, "queue": 0}
+{"t": 74, "temp_c": 79.0, "mhz": 2801, "cpu_pct": 69.2, "watts": 8.11, "rss_mb": 671, "done": 37, "queue": 0}
+{"t": 75, "temp_c": 78.0, "mhz": 2600, "cpu_pct": 92.7, "watts": 8.81, "rss_mb": 761, "done": 37, "queue": 0}
+{"t": 76, "temp_c": 79.0, "mhz": 2800, "cpu_pct": 69.2, "watts": 6.00, "rss_mb": 683, "done": 38, "queue": 0}
+{"t": 77, "temp_c": 78.0, "mhz": 2500, "cpu_pct": 91.7, "watts": 8.64, "rss_mb": 761, "done": 38, "queue": 0}
+{"t": 78, "temp_c": 80.0, "mhz": 2800, "cpu_pct": 68.4, "watts": 7.99, "rss_mb": 679, "done": 39, "queue": 0}
+{"t": 79, "temp_c": 78.0, "mhz": 2473, "cpu_pct": 91.5, "watts": 8.81, "rss_mb": 761, "done": 39, "queue": 0}
+{"t": 80, "temp_c": 79.0, "mhz": 2799, "cpu_pct": 67.4, "watts": 7.79, "rss_mb": 684, "done": 40, "queue": 0}
+{"t": 81, "temp_c": 77.0, "mhz": 2500, "cpu_pct": 93.2, "watts": 8.92, "rss_mb": 761, "done": 40, "queue": 0}
+{"t": 82, "temp_c": 78.0, "mhz": 2800, "cpu_pct": 69.0, "watts": 8.03, "rss_mb": 687, "done": 41, "queue": 0}
+{"t": 83, "temp_c": 80.0, "mhz": 2400, "cpu_pct": 92.2, "watts": 8.87, "rss_mb": 761, "done": 41, "queue": 0}
+{"t": 84, "temp_c": 79.0, "mhz": 2800, "cpu_pct": 67.5, "watts": 5.93, "rss_mb": 692, "done": 42, "queue": 0}
+{"t": 85, "temp_c": 76.0, "mhz": 2700, "cpu_pct": 93.0, "watts": 8.62, "rss_mb": 761, "done": 42, "queue": 0}
+{"t": 86, "temp_c": 82.0, "mhz": 2300, "cpu_pct": 67.9, "watts": 7.85, "rss_mb": 695, "done": 43, "queue": 0}
+{"t": 87, "temp_c": 79.0, "mhz": 2500, "cpu_pct": 91.3, "watts": 8.62, "rss_mb": 761, "done": 43, "queue": 0}
+{"t": 88, "temp_c": 83.0, "mhz": 2800, "cpu_pct": 68.9, "watts": 7.88, "rss_mb": 729, "done": 44, "queue": 0}
+{"t": 89, "temp_c": 78.0, "mhz": 2400, "cpu_pct": 93.0, "watts": 8.75, "rss_mb": 779, "done": 44, "queue": 0}
+{"t": 90, "temp_c": 80.0, "mhz": 2600, "cpu_pct": 82.7, "watts": 8.46, "rss_mb": 716, "done": 45, "queue": 0}
+{"t": 91, "temp_c": 78.0, "mhz": 2500, "cpu_pct": 92.8, "watts": 8.71, "rss_mb": 779, "done": 45, "queue": 0}
+{"t": 92, "temp_c": 79.0, "mhz": 2800, "cpu_pct": 67.8, "watts": 5.88, "rss_mb": 709, "done": 46, "queue": 0}
+{"t": 93, "temp_c": 78.0, "mhz": 2478, "cpu_pct": 92.2, "watts": 8.65, "rss_mb": 779, "done": 46, "queue": 0}
+{"t": 94, "temp_c": 81.0, "mhz": 2800, "cpu_pct": 69.4, "watts": 7.89, "rss_mb": 730, "done": 47, "queue": 0}
+{"t": 95, "temp_c": 78.0, "mhz": 2500, "cpu_pct": 92.5, "watts": 8.80, "rss_mb": 762, "done": 47, "queue": 0}
+{"t": 96, "temp_c": 86.0, "mhz": 2700, "cpu_pct": 67.1, "watts": 7.85, "rss_mb": 730, "done": 48, "queue": 0}
+{"t": 97, "temp_c": 78.0, "mhz": 2600, "cpu_pct": 93.2, "watts": 8.69, "rss_mb": 779, "done": 48, "queue": 0}
+{"t": 98, "temp_c": 86.0, "mhz": 2800, "cpu_pct": 66.8, "watts": 7.91, "rss_mb": 730, "done": 49, "queue": 0}
+{"t": 99, "temp_c": 77.0, "mhz": 2400, "cpu_pct": 92.5, "watts": 8.69, "rss_mb": 779, "done": 49, "queue": 0}
+{"t": 100, "temp_c": 81.0, "mhz": 2800, "cpu_pct": 68.2, "watts": 8.11, "rss_mb": 723, "done": 50, "queue": 0}
+{"t": 101, "temp_c": 79.0, "mhz": 2319, "cpu_pct": 92.2, "watts": 6.39, "rss_mb": 779, "done": 50, "queue": 0}
+{"t": 102, "temp_c": 82.0, "mhz": 2799, "cpu_pct": 68.9, "watts": 7.91, "rss_mb": 719, "done": 51, "queue": 0}
+{"t": 103, "temp_c": 78.0, "mhz": 2582, "cpu_pct": 92.3, "watts": 8.73, "rss_mb": 779, "done": 51, "queue": 0}
+{"t": 104, "temp_c": 86.0, "mhz": 2800, "cpu_pct": 68.5, "watts": 7.98, "rss_mb": 731, "done": 52, "queue": 0}
+{"t": 105, "temp_c": 79.0, "mhz": 2400, "cpu_pct": 92.3, "watts": 8.83, "rss_mb": 779, "done": 52, "queue": 0}
+{"t": 106, "temp_c": 80.0, "mhz": 2600, "cpu_pct": 66.5, "watts": 7.91, "rss_mb": 731, "done": 53, "queue": 0}
+{"t": 107, "temp_c": 78.0, "mhz": 2700, "cpu_pct": 92.0, "watts": 8.43, "rss_mb": 763, "done": 53, "queue": 0}
+{"t": 108, "temp_c": 84.0, "mhz": 2800, "cpu_pct": 67.9, "watts": 5.85, "rss_mb": 731, "done": 54, "queue": 0}
+{"t": 109, "temp_c": 78.0, "mhz": 2500, "cpu_pct": 92.2, "watts": 8.63, "rss_mb": 779, "done": 54, "queue": 0}
+{"t": 110, "temp_c": 83.0, "mhz": 2800, "cpu_pct": 68.8, "watts": 7.87, "rss_mb": 731, "done": 55, "queue": 0}
+{"t": 111, "temp_c": 78.0, "mhz": 2700, "cpu_pct": 92.2, "watts": 8.77, "rss_mb": 763, "done": 55, "queue": 0}
+{"t": 112, "temp_c": 86.0, "mhz": 2700, "cpu_pct": 68.9, "watts": 7.82, "rss_mb": 731, "done": 56, "queue": 0}
+{"t": 113, "temp_c": 78.0, "mhz": 2600, "cpu_pct": 92.5, "watts": 8.60, "rss_mb": 763, "done": 56, "queue": 0}
+{"t": 114, "temp_c": 84.0, "mhz": 2800, "cpu_pct": 67.3, "watts": 8.08, "rss_mb": 731, "done": 57, "queue": 0}
+{"t": 115, "temp_c": 77.0, "mhz": 2325, "cpu_pct": 92.5, "watts": 8.57, "rss_mb": 763, "done": 57, "queue": 0}
+{"t": 116, "temp_c": 80.0, "mhz": 2500, "cpu_pct": 68.6, "watts": 7.92, "rss_mb": 731, "done": 58, "queue": 0}
+{"t": 117, "temp_c": 77.0, "mhz": 2500, "cpu_pct": 93.0, "watts": 6.32, "rss_mb": 763, "done": 58, "queue": 0}
+{"t": 118, "temp_c": 85.0, "mhz": 2600, "cpu_pct": 71.0, "watts": 7.98, "rss_mb": 731, "done": 59, "queue": 0}
+{"t": 119, "temp_c": 79.0, "mhz": 2400, "cpu_pct": 93.8, "watts": 8.70, "rss_mb": 781, "done": 59, "queue": 0}
+{"t": 120, "temp_c": 73.0, "mhz": 2800, "cpu_pct": 64.8, "watts": 7.78, "rss_mb": 385, "done": 60, "queue": 0}
+{"summary": "pipeline", "kind": "c12_ea", "workers": 1, "threads": 4, "effort": 3, "distance": 1.00, "period_ms": 2000, "secs": 120.0, "frames": 60, "frames_per_s": 0.500, "job_ms_p50": 1440, "latency_ms_p50": 1447, "latency_ms_p95": 1505, "latency_ms_max": 1563, "max_queue": 1, "backlog_at_end": 0, "cpu_s_per_frame": 2.302, "peak_rss_mb": 781, "temp_c_mean": 79.3, "temp_c_max": 88.0, "mhz_mean": 2663, "mhz_min": 2200, "cpu_pct_mean": 80.2, "watts_mean": 8.18}

tools/camera-bench/results-2026-10-08-tower111-throttle/matrix.log

@@ -0,0 +1,53 @@
+16:07:41 cool-down 60 s
+16:08:41 none: flat out 60 s
+16:08:41 throttle counts: package 0 cores 0 0 0 0  temp 60000
+16:09:42 none: paced 2000 ms 120 s
+16:09:42 throttle counts: package 0 cores 0 0 0 0  temp 63000
+16:11:43 throttle counts: package 0 cores 0 0 0 0  temp 59000
+16:11:43 cool-down 60 s
+every core capped at 1600 MHz ('/home/ggs/thermal-test/software/tools/thermal-sim/cap-cpu.sh restore' to undo)
+16:12:43 cap1600: flat out 60 s
+16:12:43 throttle counts: package 0 cores 0 0 0 0  temp 55000
+16:13:45 cap1600: paced 2000 ms 120 s
+16:13:45 throttle counts: package 0 cores 0 0 0 0  temp 54000
+16:15:46 throttle counts: package 0 cores 0 0 0 0  temp 55000
+CPU clock limits restored
+16:15:46 cool-down 60 s
+every core capped at 1200 MHz ('/home/ggs/thermal-test/software/tools/thermal-sim/cap-cpu.sh restore' to undo)
+16:16:46 cap1200: flat out 60 s
+16:16:46 throttle counts: package 0 cores 0 0 0 0  temp 51000
+16:17:49 cap1200: paced 2000 ms 120 s
+16:17:49 throttle counts: package 0 cores 0 0 0 0  temp 54000
+16:19:51 throttle counts: package 0 cores 0 0 0 0  temp 54000
+CPU clock limits restored
+16:19:51 cool-down 60 s
+every core capped at 800 MHz ('/home/ggs/thermal-test/software/tools/thermal-sim/cap-cpu.sh restore' to undo)
+16:20:51 cap800: flat out 60 s
+16:20:51 throttle counts: package 0 cores 0 0 0 0  temp 52000
+16:21:54 cap800: paced 2000 ms 120 s
+16:21:54 throttle counts: package 0 cores 0 0 0 0  temp 52000
+16:23:59 throttle counts: package 0 cores 0 0 0 0  temp 53000
+CPU clock limits restored
+16:23:59 cool-down 60 s
+package power capped at 6 W (was 10 W; '/home/ggs/thermal-test/software/tools/thermal-sim/cap-power.sh restore' to undo)
+16:24:59 power6w: flat out 60 s
+16:24:59 throttle counts: package 0 cores 0 0 0 0  temp 51000
+16:26:01 power6w: paced 2000 ms 120 s
+16:26:01 throttle counts: package 0 cores 0 0 0 0  temp 56000
+16:28:02 throttle counts: package 0 cores 0 0 0 0  temp 58000
+power limit restored to 10 W
+16:28:02 cool-down 60 s
+16:29:02 load2: 2 busy cores, paced 2000 ms 120 s
+16:29:02 throttle counts: package 0 cores 0 0 0 0  temp 52000
+nothing to restore (no cap set since boot)
+nothing to restore (no cap set since boot)
+16:51:52 throttle counts: package 0 cores 0 0 0 0  temp 54000
+16:51:52 cool-down 60 s
+every core capped at 800 MHz ('/home/ggs/thermal-test/software/tools/thermal-sim/cap-cpu.sh restore' to undo)
+16:52:52 cap800+load2: paced 2000 ms 120 s
+16:52:52 throttle counts: package 0 cores 0 0 0 0  temp 49000
+16:54:57 throttle counts: package 0 cores 0 0 0 0  temp 52000
+CPU clock limits restored
+16:54:57 done
+nothing to restore (no cap set since boot)
+nothing to restore (no cap set since boot)

tools/camera-bench/results-2026-10-08-tower111-throttle/matrix.sh

@@ -0,0 +1,78 @@
+#!/bin/sh
+# Throttling matrix on tower 111 (3 Delta, N5105): the 12-bit save pipeline under
+# clock caps, a power cap and competing load. Tower program stopped. ~25 min.
+#   nohup sh ~/thermal-test/matrix.sh > ~/thermal-test/matrix.log 2>&1 &
+set -u
+cd ~/fgc-bench
+R=~/thermal-test/results-tower111
+O=/tmp/thermal-bench-out
+B=./raw12_bench
+SIM=~/thermal-test/software/tools/thermal-sim
+mkdir -p "$R"
+
+restore() {
+    sudo -n "$SIM/cap-cpu.sh" restore
+    sudo -n "$SIM/cap-power.sh" restore
+    pkill -f "stress-ng --cpu" 2>/dev/null
+    rm -f /dev/shm/fgc_rapl_run
+    rm -rf "$O"
+}
+trap restore EXIT INT TERM
+
+touch /dev/shm/fgc_rapl_run
+sudo -n sh -c 'while [ -e /dev/shm/fgc_rapl_run ]; do
+    cat /sys/class/powercap/intel-rapl:0/energy_uj > /dev/shm/fgc_rapl.tmp &&
+    chmod 644 /dev/shm/fgc_rapl.tmp && mv /dev/shm/fgc_rapl.tmp /dev/shm/fgc_rapl
+    sleep 0.25; done; rm -f /dev/shm/fgc_rapl' &
+export FGC_RAPL=/dev/shm/fgc_rapl
+sleep 1
+
+step() { echo "$(date +%T) $*"; }
+counts() {
+    echo "$(date +%T) throttle counts: package $(cat /sys/devices/system/cpu/cpu0/thermal_throttle/package_throttle_count)" \
+         "cores $(cat /sys/devices/system/cpu/cpu*/thermal_throttle/core_throttle_count | tr '\n' ' ')" \
+         "temp $(cat /sys/class/thermal/thermal_zone2/temp)"
+}
+# label: flat-out 60 s, then one frame per 2 s for 120 s
+run() {
+    step "$1: flat out 60 s"; counts
+    $B pipeline synth $O c12_ea 1 4 60 0 3 1.0 > "$R/$1_flat.jsonl"
+    step "$1: paced 2000 ms 120 s"; counts
+    $B pipeline synth $O c12_ea 1 4 120 2000 3 1.0 > "$R/$1_paced.jsonl"
+    counts
+}
+cool() { step "cool-down $1 s"; $B idle synth $O "$1" > "$R/idle_$2.jsonl"; }
+
+cool 60 start
+run none
+cool 60 a
+for mhz in 1600 1200 800; do
+    sudo -n "$SIM/cap-cpu.sh" "$mhz"
+    run "cap${mhz}"
+    sudo -n "$SIM/cap-cpu.sh" restore
+    cool 60 "after${mhz}"
+done
+sudo -n "$SIM/cap-power.sh" 6
+run power6w
+sudo -n "$SIM/cap-power.sh" restore
+cool 60 afterpower
+
+step "load2: 2 busy cores, paced 2000 ms 120 s"; counts
+stress-ng --cpu 2 --timeout 125s --quiet &
+sp=$!   # only this: a bare `wait` also waits for the power-reading loop, forever
+sleep 2
+$B pipeline synth $O c12_ea 1 4 120 2000 3 1.0 > "$R/load2_paced.jsonl"
+wait "$sp"
+counts
+cool 60 afterload
+
+sudo -n "$SIM/cap-cpu.sh" 800
+step "cap800+load2: paced 2000 ms 120 s"; counts
+stress-ng --cpu 2 --timeout 125s --quiet &
+sp=$!   # only this: a bare `wait` also waits for the power-reading loop, forever
+sleep 2
+$B pipeline synth $O c12_ea 1 4 120 2000 3 1.0 > "$R/cap800load2_paced.jsonl"
+wait "$sp"
+counts
+sudo -n "$SIM/cap-cpu.sh" restore
+step done

tools/camera-bench/results-2026-10-08-tower111-throttle/none_flat.jsonl

@@ -0,0 +1,61 @@
+{"t": 1, "temp_c": 76.0, "mhz": 2848, "cpu_pct": 62.6, "watts": 8.44, "rss_mb": 535, "done": 0, "queue": 0}
+{"t": 2, "temp_c": 74.0, "mhz": 2800, "cpu_pct": 61.8, "watts": 8.75, "rss_mb": 617, "done": 1, "queue": 0}
+{"t": 3, "temp_c": 75.0, "mhz": 2800, "cpu_pct": 57.6, "watts": 8.43, "rss_mb": 639, "done": 2, "queue": 0}
+{"t": 4, "temp_c": 76.0, "mhz": 2821, "cpu_pct": 59.0, "watts": 8.51, "rss_mb": 581, "done": 3, "queue": 0}
+{"t": 5, "temp_c": 74.0, "mhz": 2800, "cpu_pct": 59.7, "watts": 8.71, "rss_mb": 686, "done": 4, "queue": 0}
+{"t": 6, "temp_c": 82.0, "mhz": 2800, "cpu_pct": 68.8, "watts": 8.89, "rss_mb": 689, "done": 5, "queue": 0}
+{"t": 7, "temp_c": 76.0, "mhz": 2874, "cpu_pct": 57.8, "watts": 6.11, "rss_mb": 681, "done": 6, "queue": 0}
+{"t": 8, "temp_c": 70.0, "mhz": 2853, "cpu_pct": 60.6, "watts": 8.69, "rss_mb": 684, "done": 7, "queue": 0}
+{"t": 9, "temp_c": 74.0, "mhz": 2831, "cpu_pct": 60.2, "watts": 8.79, "rss_mb": 688, "done": 8, "queue": 0}
+{"t": 10, "temp_c": 72.0, "mhz": 2355, "cpu_pct": 60.1, "watts": 8.78, "rss_mb": 695, "done": 9, "queue": 0}
+{"t": 11, "temp_c": 71.0, "mhz": 2801, "cpu_pct": 60.8, "watts": 8.76, "rss_mb": 697, "done": 10, "queue": 0}
+{"t": 12, "temp_c": 75.0, "mhz": 2851, "cpu_pct": 60.5, "watts": 8.69, "rss_mb": 699, "done": 11, "queue": 0}
+{"t": 13, "temp_c": 79.0, "mhz": 2500, "cpu_pct": 70.9, "watts": 9.14, "rss_mb": 701, "done": 12, "queue": 0}
+{"t": 14, "temp_c": 66.0, "mhz": 1848, "cpu_pct": 59.6, "watts": 8.53, "rss_mb": 702, "done": 13, "queue": 0}
+{"t": 15, "temp_c": 73.0, "mhz": 2800, "cpu_pct": 61.5, "watts": 8.77, "rss_mb": 704, "done": 14, "queue": 0}
+{"t": 16, "temp_c": 79.0, "mhz": 2800, "cpu_pct": 61.6, "watts": 8.77, "rss_mb": 706, "done": 15, "queue": 0}
+{"t": 17, "temp_c": 80.0, "mhz": 2800, "cpu_pct": 60.1, "watts": 8.63, "rss_mb": 706, "done": 16, "queue": 0}
+{"t": 18, "temp_c": 79.0, "mhz": 2800, "cpu_pct": 61.0, "watts": 6.58, "rss_mb": 723, "done": 17, "queue": 0}
+{"t": 19, "temp_c": 79.0, "mhz": 2800, "cpu_pct": 62.0, "watts": 8.73, "rss_mb": 708, "done": 18, "queue": 0}
+{"t": 20, "temp_c": 77.0, "mhz": 2800, "cpu_pct": 59.8, "watts": 8.67, "rss_mb": 725, "done": 19, "queue": 0}
+{"t": 21, "temp_c": 68.0, "mhz": 2346, "cpu_pct": 60.4, "watts": 8.69, "rss_mb": 727, "done": 20, "queue": 0}
+{"t": 22, "temp_c": 72.0, "mhz": 2856, "cpu_pct": 59.9, "watts": 8.57, "rss_mb": 728, "done": 21, "queue": 0}
+{"t": 23, "temp_c": 83.0, "mhz": 2800, "cpu_pct": 58.5, "watts": 8.44, "rss_mb": 729, "done": 22, "queue": 0}
+{"t": 24, "temp_c": 84.0, "mhz": 2800, "cpu_pct": 61.8, "watts": 8.87, "rss_mb": 713, "done": 23, "queue": 0}
+{"t": 25, "temp_c": 84.0, "mhz": 2800, "cpu_pct": 60.5, "watts": 8.65, "rss_mb": 713, "done": 24, "queue": 0}
+{"t": 26, "temp_c": 83.0, "mhz": 2800, "cpu_pct": 60.8, "watts": 8.83, "rss_mb": 730, "done": 25, "queue": 0}
+{"t": 27, "temp_c": 84.0, "mhz": 2800, "cpu_pct": 60.6, "watts": 8.71, "rss_mb": 715, "done": 26, "queue": 0}
+{"t": 28, "temp_c": 86.0, "mhz": 2800, "cpu_pct": 60.7, "watts": 8.74, "rss_mb": 715, "done": 27, "queue": 0}
+{"t": 29, "temp_c": 82.0, "mhz": 2800, "cpu_pct": 59.1, "watts": 8.59, "rss_mb": 715, "done": 28, "queue": 0}
+{"t": 30, "temp_c": 85.0, "mhz": 2800, "cpu_pct": 62.7, "watts": 6.71, "rss_mb": 716, "done": 29, "queue": 0}
+{"t": 31, "temp_c": 75.0, "mhz": 2850, "cpu_pct": 63.4, "watts": 9.06, "rss_mb": 716, "done": 30, "queue": 0}
+{"t": 32, "temp_c": 84.0, "mhz": 2800, "cpu_pct": 60.5, "watts": 8.63, "rss_mb": 716, "done": 31, "queue": 0}
+{"t": 33, "temp_c": 84.0, "mhz": 2800, "cpu_pct": 60.2, "watts": 8.64, "rss_mb": 716, "done": 32, "queue": 0}
+{"t": 34, "temp_c": 84.0, "mhz": 2800, "cpu_pct": 60.2, "watts": 8.60, "rss_mb": 716, "done": 33, "queue": 0}
+{"t": 35, "temp_c": 82.0, "mhz": 2854, "cpu_pct": 63.1, "watts": 8.86, "rss_mb": 732, "done": 34, "queue": 0}
+{"t": 36, "temp_c": 79.0, "mhz": 2800, "cpu_pct": 60.2, "watts": 8.73, "rss_mb": 717, "done": 35, "queue": 0}
+{"t": 37, "temp_c": 73.0, "mhz": 2804, "cpu_pct": 61.4, "watts": 8.82, "rss_mb": 717, "done": 36, "queue": 0}
+{"t": 38, "temp_c": 75.0, "mhz": 2359, "cpu_pct": 60.7, "watts": 8.81, "rss_mb": 717, "done": 37, "queue": 0}
+{"t": 39, "temp_c": 75.0, "mhz": 2876, "cpu_pct": 60.7, "watts": 8.87, "rss_mb": 717, "done": 38, "queue": 0}
+{"t": 40, "temp_c": 76.0, "mhz": 2874, "cpu_pct": 61.1, "watts": 8.77, "rss_mb": 717, "done": 39, "queue": 0}
+{"t": 41, "temp_c": 80.0, "mhz": 1841, "cpu_pct": 60.8, "watts": 6.49, "rss_mb": 717, "done": 40, "queue": 0}
+{"t": 42, "temp_c": 78.0, "mhz": 2876, "cpu_pct": 60.4, "watts": 8.64, "rss_mb": 717, "done": 41, "queue": 0}
+{"t": 43, "temp_c": 75.0, "mhz": 2850, "cpu_pct": 61.2, "watts": 8.78, "rss_mb": 718, "done": 42, "queue": 0}
+{"t": 44, "temp_c": 80.0, "mhz": 2800, "cpu_pct": 72.2, "watts": 8.98, "rss_mb": 718, "done": 43, "queue": 0}
+{"t": 45, "temp_c": 76.0, "mhz": 2800, "cpu_pct": 60.1, "watts": 8.55, "rss_mb": 734, "done": 44, "queue": 0}
+{"t": 46, "temp_c": 72.0, "mhz": 2862, "cpu_pct": 61.7, "watts": 8.82, "rss_mb": 735, "done": 45, "queue": 0}
+{"t": 47, "temp_c": 83.0, "mhz": 2800, "cpu_pct": 56.9, "watts": 8.28, "rss_mb": 735, "done": 46, "queue": 0}
+{"t": 48, "temp_c": 84.0, "mhz": 2818, "cpu_pct": 60.3, "watts": 8.64, "rss_mb": 719, "done": 47, "queue": 0}
+{"t": 49, "temp_c": 85.0, "mhz": 2800, "cpu_pct": 60.8, "watts": 8.68, "rss_mb": 717, "done": 48, "queue": 0}
+{"t": 50, "temp_c": 85.0, "mhz": 2833, "cpu_pct": 60.9, "watts": 8.86, "rss_mb": 736, "done": 49, "queue": 0}
+{"t": 51, "temp_c": 85.0, "mhz": 2800, "cpu_pct": 61.1, "watts": 8.66, "rss_mb": 723, "done": 50, "queue": 0}
+{"t": 52, "temp_c": 80.0, "mhz": 2800, "cpu_pct": 60.1, "watts": 8.77, "rss_mb": 703, "done": 51, "queue": 0}
+{"t": 53, "temp_c": 78.0, "mhz": 2800, "cpu_pct": 60.1, "watts": 6.81, "rss_mb": 691, "done": 52, "queue": 0}
+{"t": 54, "temp_c": 78.0, "mhz": 2823, "cpu_pct": 61.7, "watts": 8.68, "rss_mb": 688, "done": 53, "queue": 0}
+{"t": 55, "temp_c": 80.0, "mhz": 2800, "cpu_pct": 56.5, "watts": 8.64, "rss_mb": 589, "done": 54, "queue": 0}
+{"t": 56, "temp_c": 80.0, "mhz": 2830, "cpu_pct": 59.9, "watts": 8.16, "rss_mb": 610, "done": 55, "queue": 0}
+{"t": 57, "temp_c": 78.0, "mhz": 2872, "cpu_pct": 60.2, "watts": 8.80, "rss_mb": 608, "done": 56, "queue": 0}
+{"t": 58, "temp_c": 75.0, "mhz": 2850, "cpu_pct": 60.8, "watts": 8.67, "rss_mb": 614, "done": 57, "queue": 0}
+{"t": 59, "temp_c": 83.0, "mhz": 2800, "cpu_pct": 60.4, "watts": 8.71, "rss_mb": 592, "done": 58, "queue": 0}
+{"t": 60, "temp_c": 61.0, "mhz": 757, "cpu_pct": 57.6, "watts": 8.60, "rss_mb": 392, "done": 59, "queue": 0}
+{"summary": "pipeline", "kind": "c12_ea", "workers": 1, "threads": 4, "effort": 3, "distance": 1.00, "period_ms": 0, "secs": 60.0, "frames": 59, "frames_per_s": 0.983, "job_ms_p50": 994, "latency_ms_p50": 1009, "latency_ms_p95": 1094, "latency_ms_max": 1126, "max_queue": 0, "backlog_at_end": 0, "cpu_s_per_frame": 2.331, "peak_rss_mb": 736, "temp_c_mean": 78.0, "temp_c_max": 86.0, "mhz_mean": 2724, "mhz_min": 757, "cpu_pct_mean": 60.9, "watts_mean": 8.52}

tools/camera-bench/results-2026-10-08-tower111-throttle/none_paced.jsonl

@@ -0,0 +1,121 @@
+{"t": 1, "temp_c": 80.0, "mhz": 2824, "cpu_pct": 62.4, "watts": 8.60, "rss_mb": 535, "done": 0, "queue": 0}
+{"t": 2, "temp_c": 57.0, "mhz": 2805, "cpu_pct": 7.0, "watts": 3.96, "rss_mb": 247, "done": 1, "queue": 0}
+{"t": 3, "temp_c": 66.0, "mhz": 2398, "cpu_pct": 61.0, "watts": 8.51, "rss_mb": 376, "done": 1, "queue": 0}
+{"t": 4, "temp_c": 56.0, "mhz": 800, "cpu_pct": 6.1, "watts": 3.49, "rss_mb": 283, "done": 2, "queue": 0}
+{"t": 5, "temp_c": 71.0, "mhz": 2801, "cpu_pct": 61.5, "watts": 8.65, "rss_mb": 397, "done": 2, "queue": 0}
+{"t": 6, "temp_c": 56.0, "mhz": 800, "cpu_pct": 4.8, "watts": 2.27, "rss_mb": 304, "done": 3, "queue": 0}
+{"t": 7, "temp_c": 77.0, "mhz": 2828, "cpu_pct": 61.6, "watts": 7.53, "rss_mb": 580, "done": 3, "queue": 0}
+{"t": 8, "temp_c": 56.0, "mhz": 2700, "cpu_pct": 5.8, "watts": 4.39, "rss_mb": 395, "done": 4, "queue": 0}
+{"t": 9, "temp_c": 63.0, "mhz": 1427, "cpu_pct": 60.5, "watts": 7.96, "rss_mb": 543, "done": 4, "queue": 0}
+{"t": 10, "temp_c": 56.0, "mhz": 1135, "cpu_pct": 4.3, "watts": 3.73, "rss_mb": 450, "done": 5, "queue": 0}
+{"t": 11, "temp_c": 63.0, "mhz": 961, "cpu_pct": 61.0, "watts": 8.18, "rss_mb": 517, "done": 5, "queue": 0}
+{"t": 12, "temp_c": 55.0, "mhz": 782, "cpu_pct": 5.3, "watts": 3.37, "rss_mb": 462, "done": 6, "queue": 0}
+{"t": 13, "temp_c": 65.0, "mhz": 2225, "cpu_pct": 61.7, "watts": 8.44, "rss_mb": 560, "done": 6, "queue": 0}
+{"t": 14, "temp_c": 57.0, "mhz": 800, "cpu_pct": 21.2, "watts": 4.37, "rss_mb": 467, "done": 7, "queue": 0}
+{"t": 15, "temp_c": 65.0, "mhz": 2900, "cpu_pct": 62.1, "watts": 6.43, "rss_mb": 562, "done": 7, "queue": 0}
+{"t": 16, "temp_c": 56.0, "mhz": 2350, "cpu_pct": 6.0, "watts": 4.45, "rss_mb": 470, "done": 8, "queue": 0}
+{"t": 17, "temp_c": 63.0, "mhz": 1287, "cpu_pct": 60.7, "watts": 7.77, "rss_mb": 473, "done": 9, "queue": 0}
+{"t": 18, "temp_c": 56.0, "mhz": 800, "cpu_pct": 4.3, "watts": 3.61, "rss_mb": 473, "done": 9, "queue": 0}
+{"t": 19, "temp_c": 64.0, "mhz": 1260, "cpu_pct": 60.6, "watts": 8.03, "rss_mb": 478, "done": 9, "queue": 0}
+{"t": 20, "temp_c": 55.0, "mhz": 820, "cpu_pct": 3.5, "watts": 3.44, "rss_mb": 478, "done": 10, "queue": 0}
+{"t": 21, "temp_c": 63.0, "mhz": 964, "cpu_pct": 60.9, "watts": 8.29, "rss_mb": 561, "done": 10, "queue": 0}
+{"t": 22, "temp_c": 58.0, "mhz": 2025, "cpu_pct": 7.3, "watts": 3.33, "rss_mb": 479, "done": 11, "queue": 0}
+{"t": 23, "temp_c": 63.0, "mhz": 1983, "cpu_pct": 60.6, "watts": 8.44, "rss_mb": 480, "done": 12, "queue": 0}
+{"t": 24, "temp_c": 57.0, "mhz": 2801, "cpu_pct": 5.0, "watts": 3.12, "rss_mb": 480, "done": 12, "queue": 0}
+{"t": 25, "temp_c": 63.0, "mhz": 1899, "cpu_pct": 60.3, "watts": 6.72, "rss_mb": 481, "done": 13, "queue": 0}
+{"t": 26, "temp_c": 57.0, "mhz": 2800, "cpu_pct": 3.8, "watts": 3.97, "rss_mb": 490, "done": 13, "queue": 0}
+{"t": 27, "temp_c": 61.0, "mhz": 988, "cpu_pct": 59.7, "watts": 7.83, "rss_mb": 484, "done": 14, "queue": 0}
+{"t": 28, "temp_c": 55.0, "mhz": 1757, "cpu_pct": 5.1, "watts": 3.63, "rss_mb": 484, "done": 14, "queue": 0}
+{"t": 29, "temp_c": 63.0, "mhz": 1505, "cpu_pct": 60.5, "watts": 8.21, "rss_mb": 485, "done": 15, "queue": 0}
+{"t": 30, "temp_c": 56.0, "mhz": 1597, "cpu_pct": 4.8, "watts": 3.31, "rss_mb": 485, "done": 15, "queue": 0}
+{"t": 31, "temp_c": 62.0, "mhz": 895, "cpu_pct": 60.2, "watts": 8.52, "rss_mb": 541, "done": 15, "queue": 0}
+{"t": 32, "temp_c": 68.0, "mhz": 2800, "cpu_pct": 5.3, "watts": 2.99, "rss_mb": 509, "done": 16, "queue": 0}
+{"t": 33, "temp_c": 60.0, "mhz": 1018, "cpu_pct": 58.5, "watts": 6.76, "rss_mb": 487, "done": 17, "queue": 0}
+{"t": 34, "temp_c": 65.0, "mhz": 2800, "cpu_pct": 6.1, "watts": 4.11, "rss_mb": 519, "done": 17, "queue": 0}
+{"t": 35, "temp_c": 61.0, "mhz": 1461, "cpu_pct": 59.6, "watts": 7.82, "rss_mb": 489, "done": 18, "queue": 0}
+{"t": 36, "temp_c": 58.0, "mhz": 2800, "cpu_pct": 5.5, "watts": 3.75, "rss_mb": 503, "done": 18, "queue": 0}
+{"t": 37, "temp_c": 61.0, "mhz": 1150, "cpu_pct": 59.9, "watts": 8.21, "rss_mb": 490, "done": 19, "queue": 0}
+{"t": 38, "temp_c": 71.0, "mhz": 2800, "cpu_pct": 6.3, "watts": 3.14, "rss_mb": 541, "done": 19, "queue": 0}
+{"t": 39, "temp_c": 61.0, "mhz": 770, "cpu_pct": 57.7, "watts": 8.57, "rss_mb": 490, "done": 20, "queue": 0}
+{"t": 40, "temp_c": 62.0, "mhz": 2800, "cpu_pct": 7.3, "watts": 3.22, "rss_mb": 515, "done": 20, "queue": 0}
+{"t": 41, "temp_c": 61.0, "mhz": 911, "cpu_pct": 59.5, "watts": 6.74, "rss_mb": 490, "done": 21, "queue": 0}
+{"t": 42, "temp_c": 64.0, "mhz": 2800, "cpu_pct": 5.8, "watts": 4.02, "rss_mb": 523, "done": 21, "queue": 0}
+{"t": 43, "temp_c": 62.0, "mhz": 1504, "cpu_pct": 60.1, "watts": 7.78, "rss_mb": 490, "done": 22, "queue": 0}
+{"t": 44, "temp_c": 74.0, "mhz": 2800, "cpu_pct": 9.6, "watts": 3.88, "rss_mb": 568, "done": 22, "queue": 0}
+{"t": 45, "temp_c": 75.0, "mhz": 2851, "cpu_pct": 73.9, "watts": 8.89, "rss_mb": 725, "done": 22, "queue": 0}
+{"t": 46, "temp_c": 68.0, "mhz": 2800, "cpu_pct": 8.5, "watts": 4.03, "rss_mb": 542, "done": 23, "queue": 0}
+{"t": 47, "temp_c": 61.0, "mhz": 897, "cpu_pct": 58.5, "watts": 8.44, "rss_mb": 492, "done": 24, "queue": 0}
+{"t": 48, "temp_c": 70.0, "mhz": 2800, "cpu_pct": 6.8, "watts": 3.07, "rss_mb": 554, "done": 24, "queue": 0}
+{"t": 49, "temp_c": 61.0, "mhz": 801, "cpu_pct": 58.5, "watts": 8.55, "rss_mb": 492, "done": 25, "queue": 0}
+{"t": 50, "temp_c": 71.0, "mhz": 2823, "cpu_pct": 8.0, "watts": 2.18, "rss_mb": 592, "done": 25, "queue": 0}
+{"t": 51, "temp_c": 61.0, "mhz": 859, "cpu_pct": 56.5, "watts": 7.96, "rss_mb": 493, "done": 26, "queue": 0}
+{"t": 52, "temp_c": 71.0, "mhz": 2800, "cpu_pct": 7.0, "watts": 3.76, "rss_mb": 568, "done": 26, "queue": 0}
+{"t": 53, "temp_c": 60.0, "mhz": 822, "cpu_pct": 57.4, "watts": 8.01, "rss_mb": 587, "done": 26, "queue": 0}
+{"t": 54, "temp_c": 72.0, "mhz": 2800, "cpu_pct": 8.3, "watts": 3.49, "rss_mb": 582, "done": 27, "queue": 0}
+{"t": 55, "temp_c": 60.0, "mhz": 797, "cpu_pct": 58.4, "watts": 8.50, "rss_mb": 587, "done": 27, "queue": 0}
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tools/camera-bench/results-2026-10-08-tower111-throttle/power6w_flat.jsonl

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tools/camera-bench/results-2026-10-08-tower111-throttle/power6w_paced.jsonl

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+{"t": 5, "temp_c": 67.0, "mhz": 2500, "cpu_pct": 62.6, "watts": 8.10, "rss_mb": 628, "done": 2, "queue": 0}
+{"t": 6, "temp_c": 55.0, "mhz": 2847, "cpu_pct": 6.8, "watts": 3.31, "rss_mb": 297, "done": 3, "queue": 0}
+{"t": 7, "temp_c": 71.0, "mhz": 2700, "cpu_pct": 60.6, "watts": 6.62, "rss_mb": 570, "done": 3, "queue": 0}
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+{"t": 9, "temp_c": 64.0, "mhz": 2017, "cpu_pct": 61.8, "watts": 7.52, "rss_mb": 534, "done": 4, "queue": 0}
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+{"t": 39, "temp_c": 60.0, "mhz": 1375, "cpu_pct": 58.6, "watts": 8.42, "rss_mb": 491, "done": 20, "queue": 0}
+{"t": 40, "temp_c": 66.0, "mhz": 2800, "cpu_pct": 6.8, "watts": 3.10, "rss_mb": 535, "done": 20, "queue": 0}
+{"t": 41, "temp_c": 60.0, "mhz": 800, "cpu_pct": 58.8, "watts": 8.57, "rss_mb": 491, "done": 21, "queue": 0}
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+{"t": 46, "temp_c": 70.0, "mhz": 2800, "cpu_pct": 7.3, "watts": 3.44, "rss_mb": 569, "done": 23, "queue": 0}
+{"t": 47, "temp_c": 59.0, "mhz": 807, "cpu_pct": 57.7, "watts": 8.44, "rss_mb": 493, "done": 24, "queue": 0}
+{"t": 48, "temp_c": 73.0, "mhz": 2800, "cpu_pct": 8.6, "watts": 2.98, "rss_mb": 573, "done": 24, "queue": 0}
+{"t": 49, "temp_c": 60.0, "mhz": 868, "cpu_pct": 56.8, "watts": 8.58, "rss_mb": 494, "done": 25, "queue": 0}
+{"t": 50, "temp_c": 72.0, "mhz": 2800, "cpu_pct": 7.8, "watts": 2.32, "rss_mb": 579, "done": 25, "queue": 0}
+{"t": 51, "temp_c": 59.0, "mhz": 791, "cpu_pct": 57.8, "watts": 7.74, "rss_mb": 494, "done": 26, "queue": 0}
+{"t": 52, "temp_c": 73.0, "mhz": 2800, "cpu_pct": 7.8, "watts": 3.75, "rss_mb": 584, "done": 26, "queue": 0}
+{"t": 53, "temp_c": 60.0, "mhz": 1035, "cpu_pct": 58.4, "watts": 8.00, "rss_mb": 494, "done": 27, "queue": 0}
+{"t": 54, "temp_c": 68.0, "mhz": 2850, "cpu_pct": 10.1, "watts": 3.53, "rss_mb": 599, "done": 27, "queue": 0}
+{"t": 55, "temp_c": 60.0, "mhz": 794, "cpu_pct": 56.3, "watts": 8.46, "rss_mb": 495, "done": 28, "queue": 0}
+{"t": 56, "temp_c": 57.0, "mhz": 1400, "cpu_pct": 18.4, "watts": 4.00, "rss_mb": 503, "done": 28, "queue": 0}
+{"t": 57, "temp_c": 64.0, "mhz": 2526, "cpu_pct": 65.7, "watts": 8.73, "rss_mb": 589, "done": 28, "queue": 0}
+{"t": 58, "temp_c": 70.0, "mhz": 2835, "cpu_pct": 8.8, "watts": 3.55, "rss_mb": 597, "done": 29, "queue": 0}
+{"t": 59, "temp_c": 59.0, "mhz": 822, "cpu_pct": 56.9, "watts": 6.63, "rss_mb": 496, "done": 30, "queue": 0}
+{"t": 60, "temp_c": 73.0, "mhz": 2843, "cpu_pct": 8.9, "watts": 3.74, "rss_mb": 593, "done": 30, "queue": 0}
+{"t": 61, "temp_c": 59.0, "mhz": 868, "cpu_pct": 55.6, "watts": 8.02, "rss_mb": 496, "done": 31, "queue": 0}
+{"t": 62, "temp_c": 68.0, "mhz": 2834, "cpu_pct": 8.6, "watts": 3.48, "rss_mb": 606, "done": 31, "queue": 0}
+{"t": 63, "temp_c": 59.0, "mhz": 765, "cpu_pct": 56.4, "watts": 8.40, "rss_mb": 497, "done": 32, "queue": 0}
+{"t": 64, "temp_c": 64.0, "mhz": 2849, "cpu_pct": 8.8, "watts": 3.13, "rss_mb": 615, "done": 32, "queue": 0}
+{"t": 65, "temp_c": 59.0, "mhz": 744, "cpu_pct": 56.8, "watts": 8.58, "rss_mb": 497, "done": 33, "queue": 0}
+{"t": 66, "temp_c": 70.0, "mhz": 2817, "cpu_pct": 9.5, "watts": 3.22, "rss_mb": 603, "done": 33, "queue": 0}
+{"t": 67, "temp_c": 59.0, "mhz": 798, "cpu_pct": 56.8, "watts": 6.71, "rss_mb": 497, "done": 34, "queue": 0}
+{"t": 68, "temp_c": 64.0, "mhz": 2838, "cpu_pct": 9.1, "watts": 3.80, "rss_mb": 616, "done": 34, "queue": 0}
+{"t": 69, "temp_c": 59.0, "mhz": 777, "cpu_pct": 56.8, "watts": 8.05, "rss_mb": 497, "done": 35, "queue": 0}
+{"t": 70, "temp_c": 63.0, "mhz": 2851, "cpu_pct": 8.8, "watts": 3.52, "rss_mb": 619, "done": 35, "queue": 0}
+{"t": 71, "temp_c": 59.0, "mhz": 801, "cpu_pct": 56.8, "watts": 8.37, "rss_mb": 498, "done": 36, "queue": 0}
+{"t": 72, "temp_c": 67.0, "mhz": 2848, "cpu_pct": 10.3, "watts": 3.19, "rss_mb": 629, "done": 36, "queue": 0}
+{"t": 73, "temp_c": 59.0, "mhz": 775, "cpu_pct": 55.3, "watts": 8.54, "rss_mb": 498, "done": 37, "queue": 0}
+{"t": 74, "temp_c": 64.0, "mhz": 2849, "cpu_pct": 8.4, "watts": 3.39, "rss_mb": 626, "done": 37, "queue": 0}
+{"t": 75, "temp_c": 59.0, "mhz": 815, "cpu_pct": 56.0, "watts": 6.70, "rss_mb": 498, "done": 38, "queue": 0}
+{"t": 76, "temp_c": 61.0, "mhz": 2900, "cpu_pct": 8.6, "watts": 3.59, "rss_mb": 631, "done": 38, "queue": 0}
+{"t": 77, "temp_c": 59.0, "mhz": 868, "cpu_pct": 56.2, "watts": 8.16, "rss_mb": 499, "done": 39, "queue": 0}
+{"t": 78, "temp_c": 65.0, "mhz": 2844, "cpu_pct": 10.1, "watts": 3.41, "rss_mb": 619, "done": 39, "queue": 0}
+{"t": 79, "temp_c": 59.0, "mhz": 779, "cpu_pct": 56.0, "watts": 8.34, "rss_mb": 499, "done": 40, "queue": 0}
+{"t": 80, "temp_c": 61.0, "mhz": 1843, "cpu_pct": 8.6, "watts": 3.26, "rss_mb": 657, "done": 40, "queue": 0}
+{"t": 81, "temp_c": 58.0, "mhz": 762, "cpu_pct": 56.0, "watts": 8.56, "rss_mb": 499, "done": 41, "queue": 0}
+{"t": 82, "temp_c": 62.0, "mhz": 2859, "cpu_pct": 9.0, "watts": 3.43, "rss_mb": 659, "done": 41, "queue": 0}
+{"t": 83, "temp_c": 59.0, "mhz": 800, "cpu_pct": 56.5, "watts": 8.15, "rss_mb": 499, "done": 42, "queue": 0}
+{"t": 84, "temp_c": 63.0, "mhz": 2370, "cpu_pct": 9.1, "watts": 2.25, "rss_mb": 648, "done": 42, "queue": 0}
+{"t": 85, "temp_c": 59.0, "mhz": 800, "cpu_pct": 55.5, "watts": 8.12, "rss_mb": 499, "done": 43, "queue": 0}
+{"t": 86, "temp_c": 63.0, "mhz": 2358, "cpu_pct": 8.6, "watts": 3.38, "rss_mb": 648, "done": 43, "queue": 0}
+{"t": 87, "temp_c": 74.0, "mhz": 2737, "cpu_pct": 75.9, "watts": 8.89, "rss_mb": 648, "done": 43, "queue": 0}
+{"t": 88, "temp_c": 63.0, "mhz": 1850, "cpu_pct": 10.4, "watts": 3.95, "rss_mb": 650, "done": 44, "queue": 0}
+{"t": 89, "temp_c": 59.0, "mhz": 800, "cpu_pct": 56.0, "watts": 8.58, "rss_mb": 501, "done": 45, "queue": 0}
+{"t": 90, "temp_c": 68.0, "mhz": 2823, "cpu_pct": 10.1, "watts": 3.37, "rss_mb": 663, "done": 45, "queue": 0}
+{"t": 91, "temp_c": 58.0, "mhz": 800, "cpu_pct": 55.9, "watts": 8.16, "rss_mb": 501, "done": 46, "queue": 0}
+{"t": 92, "temp_c": 61.0, "mhz": 1849, "cpu_pct": 8.8, "watts": 2.33, "rss_mb": 653, "done": 46, "queue": 0}
+{"t": 93, "temp_c": 59.0, "mhz": 779, "cpu_pct": 57.1, "watts": 8.05, "rss_mb": 501, "done": 47, "queue": 0}
+{"t": 94, "temp_c": 62.0, "mhz": 2889, "cpu_pct": 8.9, "watts": 3.48, "rss_mb": 657, "done": 47, "queue": 0}
+{"t": 95, "temp_c": 59.0, "mhz": 789, "cpu_pct": 56.5, "watts": 8.39, "rss_mb": 502, "done": 48, "queue": 0}
+{"t": 96, "temp_c": 65.0, "mhz": 2830, "cpu_pct": 11.9, "watts": 3.27, "rss_mb": 652, "done": 48, "queue": 0}
+{"t": 97, "temp_c": 59.0, "mhz": 768, "cpu_pct": 55.6, "watts": 8.59, "rss_mb": 502, "done": 49, "queue": 0}
+{"t": 98, "temp_c": 65.0, "mhz": 2834, "cpu_pct": 9.1, "watts": 3.43, "rss_mb": 662, "done": 49, "queue": 0}
+{"t": 99, "temp_c": 59.0, "mhz": 800, "cpu_pct": 56.5, "watts": 8.15, "rss_mb": 502, "done": 50, "queue": 0}
+{"t": 100, "temp_c": 61.0, "mhz": 1849, "cpu_pct": 8.8, "watts": 2.16, "rss_mb": 666, "done": 50, "queue": 0}
+{"t": 101, "temp_c": 59.0, "mhz": 763, "cpu_pct": 56.3, "watts": 8.20, "rss_mb": 502, "done": 51, "queue": 0}
+{"t": 102, "temp_c": 62.0, "mhz": 2859, "cpu_pct": 10.3, "watts": 3.42, "rss_mb": 655, "done": 51, "queue": 0}
+{"t": 103, "temp_c": 59.0, "mhz": 796, "cpu_pct": 55.3, "watts": 8.46, "rss_mb": 502, "done": 52, "queue": 0}
+{"t": 104, "temp_c": 61.0, "mhz": 2349, "cpu_pct": 9.3, "watts": 3.08, "rss_mb": 688, "done": 52, "queue": 0}
+{"t": 105, "temp_c": 58.0, "mhz": 796, "cpu_pct": 55.5, "watts": 8.55, "rss_mb": 503, "done": 53, "queue": 0}
+{"t": 106, "temp_c": 64.0, "mhz": 2360, "cpu_pct": 9.3, "watts": 3.44, "rss_mb": 677, "done": 53, "queue": 0}
+{"t": 107, "temp_c": 59.0, "mhz": 800, "cpu_pct": 56.7, "watts": 8.07, "rss_mb": 503, "done": 54, "queue": 0}
+{"t": 108, "temp_c": 62.0, "mhz": 2875, "cpu_pct": 10.9, "watts": 2.33, "rss_mb": 661, "done": 54, "queue": 0}
+{"t": 109, "temp_c": 59.0, "mhz": 800, "cpu_pct": 55.5, "watts": 8.23, "rss_mb": 503, "done": 55, "queue": 0}
+{"t": 110, "temp_c": 61.0, "mhz": 2884, "cpu_pct": 9.0, "watts": 3.26, "rss_mb": 682, "done": 55, "queue": 0}
+{"t": 111, "temp_c": 59.0, "mhz": 749, "cpu_pct": 56.0, "watts": 8.41, "rss_mb": 503, "done": 56, "queue": 0}
+{"t": 112, "temp_c": 62.0, "mhz": 2784, "cpu_pct": 9.8, "watts": 3.13, "rss_mb": 689, "done": 56, "queue": 0}
+{"t": 113, "temp_c": 58.0, "mhz": 798, "cpu_pct": 54.4, "watts": 8.50, "rss_mb": 504, "done": 57, "queue": 0}
+{"t": 114, "temp_c": 61.0, "mhz": 2871, "cpu_pct": 10.3, "watts": 3.38, "rss_mb": 689, "done": 57, "queue": 0}
+{"t": 115, "temp_c": 59.0, "mhz": 2825, "cpu_pct": 55.1, "watts": 7.96, "rss_mb": 504, "done": 58, "queue": 0}
+{"t": 116, "temp_c": 60.0, "mhz": 2878, "cpu_pct": 8.3, "watts": 2.31, "rss_mb": 689, "done": 58, "queue": 0}
+{"t": 117, "temp_c": 59.0, "mhz": 800, "cpu_pct": 57.4, "watts": 8.26, "rss_mb": 506, "done": 59, "queue": 0}
+{"t": 118, "temp_c": 63.0, "mhz": 2726, "cpu_pct": 27.6, "watts": 4.88, "rss_mb": 692, "done": 59, "queue": 0}
+{"t": 119, "temp_c": 59.0, "mhz": 800, "cpu_pct": 55.3, "watts": 8.37, "rss_mb": 506, "done": 60, "queue": 0}
+{"t": 120, "temp_c": 55.0, "mhz": 903, "cpu_pct": 5.6, "watts": 3.07, "rss_mb": 394, "done": 60, "queue": 0}
+{"summary": "pipeline", "kind": "c12_ea", "workers": 1, "threads": 4, "effort": 3, "distance": 1.00, "period_ms": 2000, "secs": 120.0, "frames": 60, "frames_per_s": 0.500, "job_ms_p50": 1000, "latency_ms_p50": 1013, "latency_ms_p95": 1109, "latency_ms_max": 1395, "max_queue": 1, "backlog_at_end": 0, "cpu_s_per_frame": 2.353, "peak_rss_mb": 739, "temp_c_mean": 61.2, "temp_c_max": 74.0, "mhz_mean": 1765, "mhz_min": 744, "cpu_pct_mean": 33.6, "watts_mean": 5.72}

tools/camera-bench/results-2026-10-08-tower111-throttle/stream_cost.sh

@@ -0,0 +1,34 @@
+#!/bin/sh
+# CPU the program spends while the camera streams and nothing is saved: the
+# tower's installed build against the branch (buffer reuse). Manual mode, one
+# snapshot to start the stream, then 60 s measured. ~5 min.
+set -u
+export GENICAM_GENTL64_PATH=/opt/VimbaX/cti   # as scripts/fgc does
+T=~/thermal-test
+CFG=$T/manual-config.ini
+# The tower's config, but starting in manual (still homing: a snapshot needs it).
+sed 's/^mode = auto/mode = manual/' ~/.config/fire_gimbal_control/config.ini > "$CFG"
+ln -sf ~/.config/fire_gimbal_control/scan.csv "$T/scan.csv"
+ln -sfn ~/.config/fire_gimbal_control/camera_profiles "$T/camera_profiles"
+HZ=$(getconf CLK_TCK)
+
+measure() {   # label binary
+    FIFO=$T/cmd2.fifo
+    rm -f "$FIFO"; mkfifo "$FIFO"
+    sleep 100000 > "$FIFO" &
+    holder=$!
+    "$2" -c "$CFG" --no-tui --no-mqtt --no-log-file < "$FIFO" > "$T/stream_$1.log" 2>&1 &
+    pid=$!
+    sleep 60                          # start + homing
+    echo snapshot > "$FIFO"
+    sleep 15                          # the snapshot saved; the stream keeps running
+    a=$(awk '{print $14 + $15}' /proc/$pid/stat)
+    sleep 60
+    b=$(awk '{print $14 + $15}' /proc/$pid/stat)
+    echo "$1: $(echo "scale=1; 100 * ($b - $a) / $HZ / 60" | bc) % of one core while streaming"
+    kill -TERM "$pid"; sleep 10; kill "$holder" 2>/dev/null; sleep 3
+    kill -0 "$pid" 2>/dev/null && kill -KILL "$pid"
+    rm -f "$FIFO"
+}
+measure installed ~/projects/fwt_2a/software/build/fire_gimbal_control
+measure branch $T/software/build/fire_gimbal_control

tools/thermal-sim/cap-cpu.sh

@@ -0,0 +1,38 @@
+#!/usr/bin/env bash
+# Cap the CPU clock, to see how the program copes with a CPU slowed to stay cool.
+#
+#   sudo tools/thermal-sim/cap-cpu.sh 800       # every core at most 800 MHz
+#   sudo tools/thermal-sim/cap-cpu.sh restore   # back to what it was
+#
+# Writes scaling_max_freq on every core. The values found the first time are
+# kept in /run/fgc-cap-cpu.saved, so `restore` puts back the real ones however
+# many caps were set in between. A reboot also clears the cap.
+set -euo pipefail
+
+saved=/run/fgc-cap-cpu.saved
+cpus=(/sys/devices/system/cpu/cpu[0-9]*/cpufreq)
+
+usage() { echo "usage: $0 <MHz> | restore" >&2; exit 2; }
+[[ $# -eq 1 ]] || usage
+[[ $EUID -eq 0 ]] || { echo "$0: needs root (sudo)" >&2; exit 1; }
+[[ -e ${cpus[0]}/scaling_max_freq ]] || { echo "$0: no cpufreq on this machine" >&2; exit 1; }
+
+if [[ $1 == restore ]]; then
+    [[ -f $saved ]] || { echo "nothing to restore (no cap set since boot)"; exit 0; }
+    while read -r dir khz; do echo "$khz" > "$dir/scaling_max_freq"; done < "$saved"
+    rm -f "$saved"
+    echo "CPU clock limits restored"
+    exit 0
+fi
+
+[[ $1 =~ ^[0-9]+$ ]] || usage
+khz=$(( $1 * 1000 ))
+if [[ ! -f $saved ]]; then
+    for d in "${cpus[@]}"; do echo "$d $(cat "$d/scaling_max_freq")"; done > "$saved"
+fi
+for d in "${cpus[@]}"; do
+    min=$(cat "$d/cpuinfo_min_freq")
+    (( khz < min )) && { echo "$0: $1 MHz is under this CPU's minimum ($((min / 1000)) MHz)" >&2; exit 1; }
+    echo "$khz" > "$d/scaling_max_freq"
+done
+echo "every core capped at $1 MHz ('$0 restore' to undo)"

tools/thermal-sim/cap-power.sh

@@ -0,0 +1,31 @@
+#!/usr/bin/env bash
+# Cap the CPU package power, as a hot box or the 6 W TDP mode would.
+#
+#   sudo tools/thermal-sim/cap-power.sh 6        # long-term limit 6 W
+#   sudo tools/thermal-sim/cap-power.sh restore
+#
+# Writes the RAPL long-term limit (constraint 0) of intel-rapl:0. The original is
+# kept in /run/fgc-cap-power.saved. A reboot also clears it. Intel only.
+set -euo pipefail
+
+saved=/run/fgc-cap-power.saved
+rapl=/sys/class/powercap/intel-rapl:0
+limit=$rapl/constraint_0_power_limit_uw
+
+usage() { echo "usage: $0 <watts> | restore" >&2; exit 2; }
+[[ $# -eq 1 ]] || usage
+[[ $EUID -eq 0 ]] || { echo "$0: needs root (sudo)" >&2; exit 1; }
+[[ -w $limit ]] || { echo "$0: no writable RAPL limit at $limit" >&2; exit 1; }
+
+if [[ $1 == restore ]]; then
+    [[ -f $saved ]] || { echo "nothing to restore (no cap set since boot)"; exit 0; }
+    cat "$saved" > "$limit"
+    rm -f "$saved"
+    echo "power limit restored to $(( $(cat "$limit") / 1000000 )) W"
+    exit 0
+fi
+
+[[ $1 =~ ^[0-9]+$ ]] || usage
+[[ -f $saved ]] || cat "$limit" > "$saved"
+echo $(( $1 * 1000000 )) > "$limit"
+echo "package power capped at $1 W (was $(( $(cat "$saved") / 1000000 )) W; '$0 restore' to undo)"

tools/thermal-sim/fake-temp.sh

@@ -0,0 +1,77 @@
+#!/usr/bin/env bash
+# A fake /sys for the CPU guard, so heat can be simulated without heat. Point the
+# program at it with [Thermal] sysfs_root = <root> (config.ini or hardware.ini)
+# and change the temperature while it runs.
+#
+#   tools/thermal-sim/fake-temp.sh <root> init          # build the tree (4 cores, 3.6 GHz, 70 C)
+#   tools/thermal-sim/fake-temp.sh <root> <C>           # set the CPU temperature
+#   tools/thermal-sim/fake-temp.sh <root> <C> throttle  # ...and count one throttle event
+#   tools/thermal-sim/fake-temp.sh <root> clock <MHz>   # set every core's clock
+#   tools/thermal-sim/fake-temp.sh <root> ramp <C> <C> <step> <secs-per-step>
+#                                                       # walk the temperature, throttling
+#                                                       # at 90 C and above
+#
+# The tree has no proc/stat, so the program reads the real /proc/stat: how busy
+# the CPU is stays real (raise it with heat-load.sh).
+set -euo pipefail
+
+usage() { sed -n '2,15p' "$0" >&2; exit 2; }
+[[ $# -ge 2 ]] || usage
+root=$1; shift
+cpu=$root/sys/devices/system/cpu
+zone=$root/sys/class/thermal/thermal_zone0
+
+init() {
+    rm -f "$root/proc/stat"   # an older tree's frozen copy would hide the real one
+    mkdir -p "$zone"
+    echo x86_pkg_temp > "$zone/type"
+    echo 70000 > "$zone/temp"
+    for c in 0 1 2 3; do
+        mkdir -p "$cpu/cpu$c/cpufreq" "$cpu/cpu$c/thermal_throttle"
+        echo 2800000 > "$cpu/cpu$c/cpufreq/scaling_cur_freq"
+        echo 3600000 > "$cpu/cpu$c/cpufreq/cpuinfo_max_freq"
+        echo 3600000 > "$cpu/cpu$c/cpufreq/scaling_max_freq"
+        echo 0 > "$cpu/cpu$c/thermal_throttle/package_throttle_count"
+        echo 0 > "$cpu/cpu$c/thermal_throttle/core_throttle_count"
+    done
+    echo "fake tree ready at $root: 70 C, 2.8 of 3.6 GHz"
+}
+
+set_temp() {   # <C> [throttle]
+    echo $(( $1 * 1000 )) > "$zone/temp"
+    if [[ ${2:-} == throttle ]]; then
+        f=$cpu/cpu0/thermal_throttle/package_throttle_count
+        echo $(( $(cat "$f") + 1 )) > "$f"
+    fi
+}
+
+[[ $1 == init ]] && { init; exit 0; }
+[[ -d $zone ]] || { echo "$0: no tree at $root - run '$0 $root init' first" >&2; exit 1; }
+
+case $1 in
+    clock)
+        [[ $# -eq 2 ]] || usage
+        for c in "$cpu"/cpu[0-9]*; do echo $(( $2 * 1000 )) > "$c/cpufreq/scaling_cur_freq"; done
+        echo "clock $2 MHz" ;;
+    ramp)
+        [[ $# -eq 5 ]] || usage
+        from=$2 to=$3 step=$4 secs=$5
+        (( from > to )) && step=$(( -step ))
+        t=$from
+        while :; do
+            echo "$(date +%T) $t C"
+            # Hold the step; at 90 C and up the CPU throttles, one counted
+            # event every 2 s.
+            for (( i = 0; i < secs; i += 2 )); do
+                if (( t >= 90 )); then set_temp "$t" throttle; else set_temp "$t"; fi
+                sleep 2
+            done
+            (( t == to )) && break
+            t=$(( t + step ))
+            (( (step > 0 && t > to) || (step < 0 && t < to) )) && t=$to
+        done ;;
+    *)
+        [[ $1 =~ ^[0-9]+$ ]] || usage
+        set_temp "$1" "${2:-}"
+        echo "CPU $1 C${2:+, one throttle event}" ;;
+esac

tools/thermal-sim/heat-load.sh

@@ -0,0 +1,26 @@
+#!/usr/bin/env bash
+# Keep some cores busy, standing in for heat and work competing with the program
+# (a hot afternoon, the modem, something else running).
+#
+#   tools/thermal-sim/heat-load.sh 2 600     # 2 cores flat out for 10 minutes
+#
+# Uses stress-ng when installed; otherwise one busy shell loop per core. Ctrl-C
+# stops it early. Needs no root.
+set -euo pipefail
+
+[[ $# -eq 2 && $1 =~ ^[0-9]+$ && $2 =~ ^[0-9]+$ ]] || {
+    echo "usage: $0 <cores> <seconds>" >&2; exit 2; }
+cores=$1 secs=$2
+
+if command -v stress-ng >/dev/null; then
+    exec stress-ng --cpu "$cores" --timeout "${secs}s" --metrics-brief
+fi
+
+echo "stress-ng not found; using $cores busy loop(s) for $secs s"
+pids=()
+trap 'kill "${pids[@]}" 2>/dev/null' EXIT INT TERM
+for _ in $(seq "$cores"); do
+    ( end=$((SECONDS + secs)); while (( SECONDS < end )); do :; done ) &
+    pids+=($!)
+done
+wait