Dev.to tutorial Tutorials 6d ago 2 views

Building a RAG-Powered Code Review Assistant with PHP, Ollama, and Qdrant

by Thérage Kévin

How I turned 20 years of Symfony code reviews into a local AI assistant with PHP, Ollama, and Qdrant — no GPU required.

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TailFlow gives coding agents access to live local runtime evidence through MCP, a CLI, a TUI, and a web dashboard.

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I Automated Claude’s 5-Hour Usage Window with Cloudflare Workers I got tired of manually...

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