Writing

Notes from building AI into a marketing operation.

What I tested, what shipped, what broke, and what it cost to keep running. Written while the details are still fresh.

Just Because You Can Vibe Code Doesn't Mean You Should Three things I built with AI. The market ate all three. What that taught me about what's defensible.