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Windmill with RunVouch

Windmill has error handlers and a runs page. It does not have an outside party that notices the whole instance, or one worker group, has stopped taking jobs.

How it runs on Windmill

Inside the script (Python or Bash) with the client or rv run; Windmill scripts can shell out.

Store the key

A Windmill variable marked secret, read with wmill.get_variable("u/you/runvouch_key"), or a worker environment variable.

Wrap the job

# Python script scheduled in Windmill
import os, wmill, runvouch
os.environ["RUNVOUCH_KEY"] = wmill.get_variable("u/you/runvouch_key")

def main():
    with runvouch.vouch("nightly-report", evidence=lambda: {"rows": n > 0}) as run:
        n = build_report(run)
    return {"rows": n}

rv fails open: if RunVouch is unreachable the job still runs and you get one warning line.

Register the cadence and caps

rv agent nightly-report --cadence 24h --grace 30m --max-runtime 1h --evidence --cap-run-cost 2

Register the agent once, from anywhere with the key. Cadence is what turns a schedule that stopped into an alert; --evidence makes a run without evidence a failure; the caps pause the agent when it overspends.

What goes silent on Windmill

What RunVouch detects

AlertWhat it means here
MISSEDcadence plus grace passed and no run started
FAILEDnon-zero exit or a reported failure, with the stderr excerpt
NO_EVIDENCEthe run said ok but the file, URL or assertion you required is missing
STALLEDa run started and never ended within max runtime
RETRY_STORMthe same tool called with identical input many times in one run
BUDGET_RUN / BUDGET_DAYcost cap crossed; the agent is paused until you resume it
DRIFTduration or output size far off its 7-run baseline

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