IT ServicesRetrieve-and-rank diagnostic reasoning over code-change candidates using incident context.internally deployed or production-oriented at meta with exhaustive historical backtesting; still human-in-the-loop because wrong suggestions can mislead responders.

AI-assisted root cause identification for incident response

When something breaks, the system looks through recent code changes, narrows the list, and asks an AI model to pick the few changes most likely to have caused the problem.

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Part of Application

Monorepo Incident Root Cause Identification

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Source

https://engineering.fb.com/2024/06/24/data-infrastructure/leveraging-ai-for-efficient-incident-response