Let the motherfucking agents run.

Your agents write more code than you can read. Tests check behaviour. Architecture checks keep the codebase sane. You use validators because you’re not reading every fucking line.

You ask an agent to move billing onto the new design system. It’s done by lunch. The page looks better, but customers can’t pay by invoice anymore.

The tests pass, but dropping a payment method was never part of the job.

That’s a product decision. Your code checks didn’t catch it.

Your product needs a validator too.

Enhance captures screens from your UI tests. A decision model checks those changes against your product standards: the decisions you’ve recorded about how your product should work. Like keeping invoice payments available.

Changes that meet your standards keep moving. The billing change comes to you in Slack.

• You compare both versions, put the invoice option back directly on the screen and say why.
• Your agent makes the code change.
• Its next build lands beside the last so you can check the fix.

New product decisions become standards the model applies to future changes. More of your agents’ work can pass review without coming back to you.

Know what the fuck you’re shipping.