Technologist building AI-powered developer tools and precision agriculture systems. Creator of git-adr, claude-spec, and open source API tooling.
The pace of AI innovation isn’t just accelerating: it’s becoming self-reinforcing. This week brought a cluster of announcements that illustrate how AI tools are building AI tools, and how quickly the boundaries of what’s possible continue to expand.
Agent Skills need the same versioning, discoverability, and governance controls that made GitHub Actions successful for enterprise workflows.
Most ADR formats are prose-only documents designed for human readers. Structured MADR changes that: machine-readable metadata meets comprehensive decision documentation, built for AI assistants and automated compliance.
The same task unbundling that crushed manufacturing is happening to knowledge workers now. The safe harbor isn't skills: it's accountability and ownership.
The AI development ecosystem doesn’t stand still. This week brought incremental improvements that, taken together, show where the industry is headed: modular, typed, and increasingly agentic.
Production-ready Claude Code plugins for architecture decisions, documentation review, and agricultural data.
Architecture Decision Records stored in git notes with AI-powered drafting.
Language Server Protocol tools for Claude Code with 28 language servers and comprehensive hook support.
Python client and MCP server for the National Sheep Improvement Program genetic database.
Technologist | Regenerative Agriculturist
Passionate about building robust, scalable systems and contributing to open source software. Specializing in backend architecture, API design, and developer tools.