Lessons from lauren's 'How I Shipped 2,500 PRs in a Month' Talk
My takeaways from lauren’s (@poteto) talk on shipping 2,500 PRs in a month with AI agents — trust, verification, and agent-friendly codebases.
Ai
My Day-to-Day Software Stack — September 2026
A snapshot of the software, AI tools, services, and self-hosted apps I use day to day in September 2026, recorded as a reference for future retrospectives.
Voice input for prompting AI
I was a keyboard person — Emacs shortcuts and all. Then I tried Claude Code’s voice mode. Why dictating prompts feels more natural than typing, especially when reading lengthy agent output.
How to write a design doc in the AI era
AI can draft a design doc cheaply, but iterating on it means reviewing your own document — and attention fades. Why design docs still matter for alignment, and my workflow: research with AI, write your own ideas, let AI polish and cross-reference.
Do we still need to review AI-generated code?
It depends on the stage and the risk. Why I skip review on my side project, why I wouldn’t at work, and how we are shifting from reviewing code to verifying behavior.
I got a bunch of AI Code Review comments
Complains about AI code review comments and my thoughts about AI code review