If your Elasticsearch data already has Kibana dashboards, you shouldn’t need Kibana to look at them. That’s the bet behind teleplot, and v2026.10.0 is the first release you can install. Teleplot is a …
A code graph is only as useful as the things it leaves out. This release is mostly about that, plus a way to get the graph’s numbers out of the tool. symgraph is a Rust command-line tool and MCP …
Agents are very good at writing files. So when a tool’s input is a file, an MCP server in front of it starts out with a problem: the agent can already do the job without it. The server has to earn its …
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 thing reading it is …
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 …
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 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 compounds …
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 coding …