Stingy Context: 18:1 Hierarchical Code Compression for LLM Auto-Coding

David Linus Ostby

We introduce Stingy Context, a hierarchical tree-based compression scheme achieving 18:1 reduction in LLM context for auto-coding tasks. Using our TREEFRAG exploit decomposition, w…