2025 · Product
Conducks: a deterministic structural graph for codebases
Conducks · Creator & sole engineer
The problem
Developers and AI agents need exact answers about a codebase: where something is defined, what calls it and what breaks if it changes. Search by similarity only guesses.
What I built
I designed and built it alone. It reads a repository into a map of how the code connects and answers questions from that map, for people and for AI agents.
The result
Developers and AI agents get answers about what a change will break from the real call graph, not from a text search.
Main tools
- TypeScript
- Tree-sitter
- DuckDB
- MCP
- Python
This is the short version. The full case study is available on request.