🔥 Kiln idle-GPU research engine

connecting… auth

Load on spark — the co-tenant as the governor saw it, and what Kiln itself added, last 24h

FMP budget today

Jobs

KindStatusProgressStepsResumedTokensStarted

In flight

Ingest watermarks

Corpus

Research

Spark

Reports

WhenWorkloadTitleDelivery

Rubric proposals — the human gate; nothing here is applied without you

Governor decisions — verdict per tick: full speed → throttled → one worker → draining → preempting, as foreign load rises

WhenStateLoadSourceConcurrencyPreempt