@dylantan9818999

DevOps Autopilot is a multi-agent orchestration platform that automates the repetitive, time-consuming work draining modern engineering teams. Built on LangGraph, FastAPI, and a ChromaDB-powered memory layer, it coordinates four specialised AI agents: Triage, Runbook, PR Review, and Documentation under a central orchestrator that keeps humans in the loop for every consequential action. When an incident fires, the Triage Agent classifies severity, finds semantically similar past incidents, and routes to the right team. The Runbook Agent drafts step-by-step resolutions grounded in prior fixes. The PR Review Agent enforces policy and security rules, auto-approving safe changes and flagging risky ones with a dependency graph and clear rationale. The Doc Agent turns commits and incidents into release notes, post-mortems, and changelogs. 60-70% less manual toil, faster mean time to resolution, institutional knowledge that compounds instead of leaking with attrition, and engineers freed to focus on building rather than firefighting.

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