Guanqi

Local-first infrastructure for agentic developer tools.

Position

Local developer infrastructure for agents

I care about how agents work in real engineering environments: large-repo search, incremental indexing, workspace state, tool execution, and desktop runtimes. BitFun is the current product surface; flashgrep is the search and indexing infrastructure line.

Latest writing

Recent posts and notes

My current position

I am not just building a product page. I work on local-first infrastructure for agentic developer tools.

Why I keep insisting on local-first

I keep coming back to local-first because agent tools are rarely one-shot answers. They need to keep working.

What BitFun is solving for me

BitFun is interesting to me because it treats an agent as a working system, not a prompt demo.

What flashgrep is solving

flashgrep is not just another search wrapper. It is meant to solve a very specific problem: agent search is too slow in real codebases.