[0xecro1]

Absolutely agree. I do vibe-code, but I still review every line of that 90% — I don't move forward until I understand it and trust the quality. Right now, that human verification step is non-negotiable.

That said, I have a hunch we're heading toward a world where we stop reading AI-generated code the same way we stopped reading assembly. Not today, not tomorrow, but the direction feels clear.

Until then — yes, we need to understand every bit of what the AI writes.

[AnimalMuppet]

I disagree. Compilers were deterministic. Complicated, but deterministic. You could be sure that it was going to emit something sensible.

AI? Not so much. Not deterministic. Sure, the probability of something bizarre may go down. But with AI, as currently constituted, you will always need to review what it does.

[0xecro1]

I think the comparison is slightly off. The compiler was never the author — it was the verifier.

The real comparison is: 1. Human writes code (non-deterministic, buggy) → compiler catches errors

2. AI writes code (non-deterministic, buggy) → compiler catches errors

In both cases, the author is non-deterministic. We never trusted human-written code without review and compilation either (and + lots of tests). The question isn't whether AI output needs verification — of course it does. The question is whether AI + human review produces better results faster than human alone.

[james_marks]

My impression is that if you are reviewing the edits, that is not “vibe coding”, it’s AI-assisted programming.