Crespo – Tree-sitter AST blueprints instead of raw code for LLMs

Instant code briefing for AI comprehension.

Your codebase was probably AI-generated. Get a better handle on it. Noodles creates interactive diagrams that visualize how your code actually works, so you can understand what the AI built without reading every line.

Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bundles, and built-in MCP server.

Nox is a clean, expressive programming language created from scratch in pure Python. Includes C/C++ FFI, async/await and its own ecosystem.