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Aug 8, 2026

Tropism: Architecture the Agentic Loop Can Actually Check

Types made “this value is a string” checkable. Tests made behaviour checkable. Nothing ever made “the API layer must not talk to the data layer” checkable — cheaply, across …

architecture ai-agents agentic-development developer-tools rust polyglot fitness-functions
Jul 25, 2026

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 …

github-actions automation renovate ai-agents gitops supply-chain
May 25, 2026

facts: Porting Midje's Arrow to Rust

The reading order problem Stock Rust testing is fine, in the sense that a hammer is fine. You get assert!, assert_eq!, assert_ne!, and the #[test] attribute. Everything past that — better diffs, …

rust Testing macros dsl developer-tools
May 23, 2026

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 …

mcp developer-tools rust cli ai-agents
May 23, 2026

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 …

inner-loop ai-agents mcp fitness-functions polyglot developer-experience
Apr 30, 2026

Casual-Review: A CLI for Team Code Review Without the Server

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 developer-tools rust ai-agents cli
Apr 26, 2026

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. …

code-review ai-agents agentic-development
Apr 26, 2026

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 …

code-knowledge-graph code-review ai-agents
Apr 26, 2026

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 …

architecture rust developer-tools documentation ai-agents
Mar 22, 2026

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 …

ai-agents security containers developer-tools
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© 2026 Graham Brooks. All rights reserved.