parcadei/llm-tldr: 95% token savings, 155x faster queries for LLM codebase analysis

TLDR is a code analysis tool that extracts structural information from codebases across 16 programming languages so that LLMs receive only what they need rather than raw source files, achieving claimed 95% token savings and 155x faster queries. It builds five analysis layers -- AST, call graph, control flow, data flow, and program dependence -- using tree-sitter parsing and a FAISS-based semantic index.

Visit Original Article →