Of course. And when I hear “vibe coded”, I hear someone starting with “make me a cool app” and going from there, with zero understanding of the technical architecture.

If you have a thorough, deeply thought through technical spec, then AI can write a great amount of tests up against that spec, say, and you’ve got a fantastic base for TDD.

I honestly feel like a lot of the downvotes are people thinking AI means “clueless programmer having an AI do its work for you”. Many highly productive, deeply technical developers use it every day.

What is your concern? If it’s a generic “AI”, then I can assure you tha pretty much every software has AI code in it already. Heck, Linus is accepting PRs where AI has been used.

AI is useful. It produces useful code.

Like creative writing, it won’t produce something novel. But man, 75% of code is just boiler plate. AI can do a lot for boilerplate.

That does not absolve anyone of committing crap code. Put your name to it. Own it. Take the consequence of delivering shit code or great code, no matter how it was written. Don’t let AI be a crutch. But you’d be god damn fool not to use it, where it’s right (boilerplate, test writing, tedious changes etc.)

This is what I’ve done. Crash rate is high. Performance is degraded. Windows still involved, just hiding.

Affinity.

I just need Affinity.

And then I can dump Windows.

Ultimately someone has to vouch for “yes, this person is 18+”. People can’t self-attest, except through crappy biometric, so at some point a government ID has to be involved.

I’d trust my government over a credit reference agency that literally makes revenue from selling access to your private data.

https://digst.dk/media/5gybwsaq/implementing-age-verification-with-danish-digital-identity-wallet-dktb-09.pdf

What if I told you that by regulation, the EU age verification system has to be anonymous and that it’s only the AUKUS countries that are moving forward in a way where anonymity is “a nice to have”.

Denmark’s system, which is a front-runner implementation in the EU, is going to be fully ZKP.

And yes it’s basically built with tokens.

You identify with a government system in an app. The services issues you signed tokens that are anonymous. You hand these anonymous tokens over to the sites that demand proof of age.