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Our LLM Telemetry Stayed Green While the Work Moved to Codex

Community description: My weekly agent telemetry report ran on schedule, passed its health check, and changed by 12 lines in a week, while my unattended and headless runs had moved to Codex, a tool it never reads. A health check that asks whether the job ran cannot tell you whether the input still represents the work.

Dev.to | Oct 8, 2026 | John

Automated excerpt

This Monday my weekly agent telemetry report came out on schedule. Every median, every interquartile range, every bootstrap interval and every stratified table was identical to the week before. A cron job builds the report every Monday at 09:30.

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