Posts tagged "vector search code"

The Simple Graph RAG Strategy That Finally Makes Multi-Repository Code Changes Reliable

Vector search finds relevant code but misses the blast radius. Learn how combining lightweight code graphs with RAG creates cross-repository context that makes code changes across 50+ repositories predictable—without heavy graph infrastructure.

The Code Context Landscape — Every Major Approach Compared to ByteBell

A comprehensive map of the open source tools providing context to AI coding agents in 2026, grouped by underlying technical approach (vector embeddings, AST parsing, compiler indexers, and LLM-generated metadata), with an honest analysis of where each one wins and where ByteBell's cross-repo, on-prem, business-context graph is the right answer.