

I keep asking, and have never seen one:
Someone find me a recording of writing a real application – not a “vibe coding demo” – using one of these magic tools. Let’s ignore the complexities of scale or data integrity, or even error handling. Write a simple asteroids clone or calculator app. Something that doesn’t need to reach outside its tiny box.
Build that in only an AI coding tool and see how long it takes to get a real product. (I get stuck here. So far, all demos end up halting before they are MVP, though they tend to get something faster than I could)
Afterwards, get a code review and fix any findings without breaking anything.
And here’s a catch: If you want to say AI codes better than humans, then a human is never allowed to modify the code directly. They can only prompt.
Show me that, and I might change my tune, but we’re nowhere close to it AFAIK, and I don’t see it ever happening. Until then, “AI coding” is at-best a way to reduce time spent writing small atomic functions that can be easily verified by a human, or maybe starting a function that a human fixes.
Things that took an experienced team months to build can now be done by a single guy in a few days…
I have yet to see this materialize outside of CEO townhalls or industry self-aggrandizement. If you’re an experienced programmer, can you go make me the demo I want and then review the code with a critical eye?
I’m not saying that a noob can ask an AI to build Google and it will be done; But you’d better believe that an experienced programmer using AI will deliver weeks of high-quality work in a single day.
And, I wonder, how does an intern or novice programmer become this experienced programmer if they never have to touch code‽ We’re headed to Idiocracy here, where the people who knew how to get shit done and why it worked eventually died off and there was no pipeline to replace them.
Until then… “vibe coding” is just smoke and will result in terrible things happening in a few years as banks and companies start inflicting terrible, cheap, AI code on us all.
Want to make tons of money? Go learn to be a security researcher. I’d be happy to be proved wrong.







Afaik, yes. But. It doesn’t take effect until late this year. The synthetic THC industry is pretty damn big, though, and I’m holding out hope that we get some lobbying that supports things actual people want for once, and that turns into a bill making it legal instead of a loophole in an annual farm bill.
Call your senators and reps.