Learn by shipping.

I'm Paul. I build AI products in domains I don't know yet — and I sell what I make. Every build is a bet that shipping is the fastest way to learn something real.

What I'm working on

What I've learned

Week 1 Signal Miner

Validate the competitive premise first. Spent 20 hours building a web scraper that produces 9 results in 68 seconds. Asking Claude directly produces 50+ results in 3 seconds. The comparison should have happened on Day 1.

Week 1 Signal Miner

When your complex solution is worse than "just ask ChatGPT," you're building the wrong thing. Pivot or stop—don't optimize further.

Week 1 Signal Miner

Monday planning gaps cost days, not hours. Missing competitive analysis and TypeScript interface-first guidelines caused 6+ hours of preventable friction.

See the full friction log →

The rhythm

Monday Research the problem
Tuesday – Thursday Build the tool
Friday Ship it, write what happened