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Why I Stopped Using Stateless LLMs for Production Outages and Built Aegis SRE

This story is from 2026-09-29. It is preserved in the archive; the latest stories are on the live feed.

At 2 AM when production is burning, the worst response to an obscure database pool exhaustion log is textbook advice that previously took down your replica nodes. Stateless LLMs treat every prompt as day zero. They don't know that three weeks ago your team tried bumping connection pools to 500, onl…

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  1. 2026-09-29 13:48 · DEV Community — AI
    Why I Stopped Using Stateless LLMs for Production Outages and Built Aegis SRE

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