Technologist building AI-powered developer tools and precision agriculture systems. Creator of git-adr, claude-spec, and open source API tooling.
Market research usually means hours of web searches, scattered notes, and reports you write from memory days later. sigint turns this into a conversation where you ask questions and get comprehensive reports with sources, GitHub issues, and scenario graphs based...
If you’ve tried maintaining Architecture Decision Records (ADRs) in your repository, you know the friction. Another directory of markdown files to manage, merge conflicts when multiple teams make decisions simultaneously, and a growing pile of docs that drift away from...
Testing AI coding assistants usually means external scripts and manual validation. What if you could test from inside the conversation itself, using hooks to transform user prompts into automated test actions? Here's how to build a self-driving test framework.
200K+ token context windows sound impressive, but do they change how you code? Here's what actually works, the hidden costs, and strategies that matter when your AI assistant can see your entire codebase at once.
Hitting a wall with your AI coding assistant on hard problems? Recent research shows repeating your prompt twice improves results. The fix comes from how attention mechanisms process tokens.
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.