symgraph: Making a Code Graph Admit What It Doesn't Know
A tool that says “I don’t know” is annoying. A tool that guesses, and returns the guess in the same shape and the same confident tone as a fact, is worse than useless — because the …
Mcp
brake: Giving the Consumer a Representative in the Working Tree
An agent decides it is done when the checks it can run come back green. Every one of those checks is a question about the repository it is standing in. The team that generates a client from your …
bx: Running Local MCP Servers Without a Node or Python Runtime
MCP server configs across the ecosystem default to npx. That quietly forces a Node runtime onto every machine that wants to run a native binary tool. bx is the missing primitive for the other case. I …
The Agentic Inner Loop: Sensors, Substrate, and Skills for Polyglot Development
The developer inner loop — edit, build, test, debug — is the highest-leverage piece of any engineering team’s workflow. It runs hundreds of times a day per developer. Shaving seconds off it …
Building a Code Knowledge Graph for Ai Agents
Building a Code Knowledge Graph for AI Agents How I rebuilt codegraph in Rust to give AI coding assistants a semantic map of your codebase There’s a fundamental tension at the heart of agentic …