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Independent Liveness Proof for Missed Cron Job Runs and Heartbeat Alerts

This story is from 2026-10-17. It is preserved in the archive; the latest stories are on the live feed.

Use a dedicated heartbeat monitor to detect a scheduled customer-support AI agent job that never starts, and use ordinary observability events to explain jobs that do start but fail. The deciding constraint is negative evidence: logs and metrics can describe an execution, but silence cannot prove w…

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  1. 2026-10-17 04:16 · DEV Community — AI
    Independent Liveness Proof for Missed Cron Job Runs and Heartbeat Alerts

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