AI Learnings

Notes, quick takes, and deeper dives on AI tools, workflows, and things I think are worth paying attention to.

Quick Take Mar 24, 2026

The folder system that made AI actually useful

Most people re-explain their entire job to AI every single conversation. The fix isn't better prompts. It's better folders.

AI Claude Workflow Productivity Verifiable
Deep Dive Mar 24, 2026

Coding is solved. Now what?

Boris Cherny (Head of Claude Code) hasn't written a line of code by hand since November. Jenny Wen says the design process is dead. The Lenny's Podcast episodes this month are hitting different.

AI Engineering Lenny's Podcast Future of Work
Deep Dive Mar 24, 2026

AI + education is the use case I'm most excited about

I was homeschooled for high school. Personalized AI classroom assistants would have been a game changer for me, and they're about to be a game changer for a lot of kids.

AI Education Personal
Quick Take Mar 23, 2026

Claude Cowork Mode is the real deal

Been using it to build this site and manage my project roadmap. It's like pair programming with someone who actually reads the docs.

Claude Anthropic Workflow Verifiable
Deep Dive Mar 22, 2026

Five tools. That's the whole stack.

I've tried dozens of AI tools. Five survived. Each one does something the others can't.

AI Tools Productivity Workflow Verifiable