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Posts tagged "GraphRAG for codebases"

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Featured image for article: GraphRAG for Codebases: What It Solves, Where It Breaks, and the Layer Above It
May 20, 2026 graphrag for codebase graph rag for codebase GraphRAG for codebases

GraphRAG for Codebases: What It Solves, Where It Breaks, and the Layer Above It

GraphRAG for codebases is a genuine step up from vector search. It follows real call edges instead of guessing at similarity, and it wins on architectural questions. But it breaks in three predictable places: cross-repo links that aren't call edges, the why behind the code, and anything that needs intent you can check changes against. Here is a clear-eyed map of what graph RAG for codebases solves, where it stops, and the verifiable context layer that sits above it.