Your LLM Pipeline Never Throws: Three Guardrails for Silent AI Failure
This story is from 2026-09-19. It is preserved in the archive; the latest stories are on the live feed.
A crashed service pages someone at 3am. A model that's quietly gotten worse ships a clean 200 and nobody finds out for six weeks. That asymmetry is the actual bug in most production AI. Every other component in your stack has a failure signal you can alert on — a non-zero exit, a timeout, a stack t…
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- 2026-09-19 13:42 · DEV Community — Machine Learning
Your LLM Pipeline Never Throws: Three Guardrails for Silent AI Failure