A one-page production pass for AI-built apps

How I QA code I never read.

AI agents will get you 70% of the way: a demo that looks finished. The last 30% is where products live or die, and you are never going to read all the code. This is my actual method instead: the spec before, the interrogation after, and the checks that catch what agents miss. Nine shipped products of scar tissue, on one page.

You'll also get an occasional note when I write something new about shipping with AI. No spam, and you can unsubscribe whenever you like.


What's on the page

The questions I ask an agent instead of reading its code, including the one it always answers honestly.

Why my payment webhook returned 404 from day one while its tests stayed green, and the one command that would have caught it.

How six users sat trapped in a login loop for 1,232 page views without a single error, and the check that finds this before launch.

What "sent successfully" actually means for email. (Nothing. It means nothing.)

The worst realistic input to feed every AI feature before strangers do it for you.


One page. Every line paid for.

No frameworks, no filler. Just the method I use on my own products, written down. If even one point saves you a production incident, it's done its job.