Close eight open SDK tasks: the pidfile, the log, cards, names and a live curve

Each was a loose end recorded under `### SDK` in the notepad.

`serve` takes its own pidfile down on SIGTERM. uvicorn restores the handler it
found and re-raises the signal it stopped on, so the default handler ended the
process without unwinding and the `finally` never ran — which is what a stop
sends, and what left `serve.pid` behind.

`serve.log` is cut back past 5 MB by the engine rather than by the screen that
started it, so an adopted engine is bounded too. Gated on its own stdout being
an appended regular file, which is what makes the cut safe: the kernel then
puts the next write at the new end.

Cards are counted from `/dev/nvidia[0-9]*`, so `FLOW_GPUS`/`--gpus` of 0 means
"work it out" the way `FLOW_CPUS` always has. The engine counts, not the
accountant — a remote worker builds one of those from its own inventory, and
detecting there would hand it the engine host's cards. The worker counts last:
what a batch job says it was granted still wins.

`GET /runs/metrics/names` is the distinct over a selection that `--list` and
the terminal's metric picker were approximating by reading the newest run that
had measured anything, which missed a name only an older run ever wrote.

`MetricSink` announces each batch it has written (`run_metric`, carrying the
names). Not a per-point event: one covers up to 500 points or two seconds of
them, and the rows stay the record. The terminal comparison fills in as the
first readings land instead of staying blank until reopened, and the browser
refetches the run and any comparison rather than the list behind them.

`retry --group` pages the list route by `before` instead of stopping at 500.

The terminal dashboard takes the terminal's colours (`ansi-dark`), and the web
UI can re-pair from Settings without disconnecting first.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PRQ9bmTvCbqCwXo9mxZzzV

backend/fluksio/main.py

@@ -39,7 +39,11 @@ from fluksio.flow.plugins import load_plugins
 from fluksio.flow.provision import load_provisioners
 from fluksio.flow.queue import MemoryWorkQueue, RedisWorkQueue, WorkQueue
 from fluksio.flow.remote import RemoteWorkerHub
-from fluksio.flow.resources import ResourceAccountant, fair_share_env
+from fluksio.flow.resources import (
+    ResourceAccountant,
+    fair_share_env,
+    machine_gpus,
+)
 from fluksio.flow.runs import RUN_STATE_TTL, RunService, sweep_artifacts
 from fluksio.flow.secrets import init_secrets
 from fluksio.flow.state import MemoryState, RedisState, StateBackend
@@ -251,8 +255,9 @@ async def lifespan(app: FastAPI) -> AsyncIterator[None]:
         volatile = VolatileStore(_volatile_root(), settings.ARTIFACT_VOLATILE_BYTES)
         artifacts.volatile = volatile
         app.state.artifact_store = artifacts
+        # Zero means "work it out" for both, as it always has for cores.
         accountant = ResourceAccountant(
-            cpus=settings.FLOW_CPUS, gpus=settings.FLOW_GPUS
+            cpus=settings.FLOW_CPUS, gpus=settings.FLOW_GPUS or machine_gpus()
         )
         app.state.resources = accountant
         # Every machine a node could run on: this one, and whatever attaches.