About Systems Builder

Making code legible to machines.

AI infrastructure, code intelligence, and tools for developers.

I build systems that help engineers understand software at the level of structure, intent, and impact. The common thread is practical AI: less spectacle, more leverage.

View Work Contact

Focus

Code Intelligence Repository-aware systems I build tools that turn codebases into durable structure: symbols, dependencies, references, review context, and graph-shaped knowledge.

AI Infrastructure Precise AI workflows I care about agentic systems that can inspect, reason, verify, and ship without turning every task into vague prompt theater.

Developer Tools Interfaces for builders The best tools disappear into the work. I like compact interfaces, fast feedback loops, and systems that explain their own state.

Operating Mode

01
Make the system observable before making it clever.
02
Prefer durable structure over disposable context.
03
Keep interfaces dense enough for real work.
04
Use automation where it improves judgment, not where it hides it.

Stack

RustTypeScriptAstroReactTree-sitterGraph indexesBunVercel

The exact tools change. The bias does not: fast local feedback, inspectable data, and deployment paths short enough to use often.