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
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Version History
v1
Mar 5, 2026
- Initial release v1.0.0
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