DevOps AI Investigator
DevOps AI Investigator is an AI-powered incident investigation system built with Symfony AI and the official PHP MCP SDK. It uses Gemini to investigate application and infrastructure health through read-only MCP diagnostic tools, gathering evidence from application logs, PostgreSQL, Redis, and historical incident records. Its agent dynamically selects diagnostic tools, analyzes their responses, and generates structured investigation reports with evidence-backed findings, confidence levels, probable root causes, and recommended next steps. Investigations are persisted in PostgreSQL and can be retrieved, filtered, and explored through CLI commands. The project demonstrates how Symfony AI and MCP can turn an LLM into an evidence-driven DevOps investigation assistant while keeping infrastructure diagnostics read-only.
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