• Add a CLI subcommand to keep LLM instructions in sync

    One challenge with agent instructions when integrating with CLIs is how to direct the LLM so it knows how to use them, and keep those instructions up to date. I recently learned about a relatively simple idea: create a subcommand that outputs instructions targetted at LLMs and re…

  • AI’s Opportunity: Pacing Control Loops with Development

    What caught my attention in the book Vibe Coding by Gene Kim and Steve Yegge is the idea that, as LLMs and coding agents change how we build software, control loops—tests, reviews, and other signals that tell you whether a change behaves as expected—should be faster and more inte…

  • Continuous Deployment for Personal CLI Tools

    Git pre-push hooks can automate local installation of your personal CLI tools, creating a development workflow where your working environment always has the latest version of your code. When developing CLI tools, for example for personal use, I often want to run the latest versio…