Why Fixed-Token Chunking Destroys Code Search (And How AST-Aware Splitting Fixes It)

Splitting codebases into fixed 512-token chunks slices functions in half, separates function signatures from docstrings, and breaks semantic code retrieval. Here is how Tree-Sitter AST chunking preserves structural context.

Written and maintained by Hassan Nazir, Forward Deployed Engineer and Applied AI practitioner.