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RAG On-Call Copilot (Slack)

Answers on-call questions from your runbooks, instantly

Beginnerโฑ ~2 hrs
Mirrors real production systemsUber GenieMoveworks

โœ“ Uber's Genie answered 70,000+ questions across 154 Slack channels and saved ~13,000 engineering hours.

How you build it: Standard RAG stack โ€” your docs + embeddings + a vector DB + Claude.

A retrieval-augmented copilot that ingests your runbooks, wikis, and past incidents, then answers engineers' on-call questions in Slack with cited sources โ€” cutting the โ€œwho knows about X?โ€ tax. Uber's version saved ~13,000 engineering hours.

ClaudeEmbeddingsVector DB (pgvector/Qdrant)SlackRAG

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