A Control Plane for a Personal GitHub Account
I have around 120 repositories under my personal GitHub account. Some are active, most are dormant, and all of them rot at the same rate. Dependencies drift, GitHub Actions pin to versions that get …
Ai Agents
Running Local MCP Servers Without a Node or Python Runtime (bx)
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 compounds …
Team Code Review Without the Server: a CLI (casual-review)
Most code review tools want to be a service. The interesting question is what falls out when you refuse to run one — and use git itself as the sync layer instead. I’ve spent the last few weeks …
Code Review After the Pull Request
The pull request was built for a world where humans wrote most of the code. We don’t live there anymore. The pull request as a unit of review is a recent invention. GitHub shipped it in 2008. Before …
A Code Knowledge Graph for Review, Not Generation
The same graph that helps an agent write code can help a reviewer trust it. Almost nobody is using it that way. Every AI coding tool I’ve looked at in the last eighteen months — including codemap now …
A Rust-Native Architecture Toolchain: forge, puml, and adoc
A Rust-Native Architecture Toolchain: forge, puml, and adoc Replacing the JVM and Ruby pieces of the architecture documentation stack with single static binaries Most of the tools I reach for when …
Sandboxing AI Coding Agents: Why Isolation Matters
The more context and tools an AI coding agent has access to, the better it performs. But more power means more risk. How do we harness the full capability of AI coding assistants while keeping our …
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 coding …
Vibe Coding
Vibe Coding is an innovative approach to software development that emphasizes creativity, flow, and emotional engagement in the coding process. It encourages developers to tap into their intuition and …