// Notes
Notes on products, workflows, and AI.
Field notes from product work, workflow systems, agent tooling, architecture decisions, and the debugging behind useful builds.
// Latest
The shift from reviewing AI-generated code to giving AI agents the feedback loops they need to catch their own mistakes.
Read noteA hands-on comparison of three browser automation tools for AI agents. Benchmarks, code examples, and recommendations for different use cases.
Read noteA practical comparison of three backend platforms for indie devs and startup CTOs. When to use each, code examples, and my honest take after building with Supabase.
Read noteHow I automated my own content workflow with a functional AI pipeline that turns call transcripts into ready-to-schedule posts.
Read note