Dev.to tutorial Tutorials Aug 30 1 views

I Replaced grep-Based Code Review with a Knowledge Graph + MCP. Here Are 3 Bugs Vector Search Missed.

by Ken Imoto

Vector search was finding the wrong files in my AI code review pipeline. Wiring a code knowledge graph through MCP cut review context by 8.3x and surfaced bugs that lived between files.

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MCP RAG

Metadata

Devto Id
3617977
Reading Time Minutes
7

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