I build backend and AI automation systems with explicit state, deterministic interfaces, and reviewable execution.
My main tools are Rust, TypeScript, Python, PostgreSQL, Docker, Linux, and NixOS.
Rust · TypeScript · Python · PostgreSQL · Linux/NixOS · Docker · Unreal Engine
| Project | Current boundary |
|---|---|
| Codectx | Deterministic repository context for humans and coding agents: Git state, task focus, project commands, review output, and machine-readable handoff. |
Inspect before mutation. Keep authority explicit. Bind decisions to exact inputs. Test state changes. Verify effects before claiming closure.