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Operationsv1

Cron Audit & Health

by AlfredBotAI
cron-audit-health-1abea9e9
live

Use Cron Audit & Health to model drift detection (configured vs actual model per job).

Setting up model drift detection (configured vs actual model per job) and validating the workflow now...

Done. Cron Audit & Health is configured to model drift detection (configured vs actual model per job).

Description

Without an audit, your background cron jobs can silently use an expensive model instead of a cheap one, consume thousands of unnecessary tokens per run, fail repeatedly without you knowing, or cost $5+/day in work you didn't authorize. This script catches all of that in under 60 seconds. Pure Python 3, no dependencies.

  • Model drift detection (configured vs actual model per job)
  • Per job token usage breakdown
  • Estimated daily cost per job and total
  • Consecutive error detection
  • Scheduled canary logging pattern for silent failure detection
  • JSON report with full per job breakdown

Questions & Answers

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Version History

v1

Mar 5, 2026

  • Initial release v1.0.0

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