[zozbot234]

> Because the bottleneck was never typing code. It was always understanding the problem, making architectural decisions, debugging edge cases, and most importantly - knowing what NOT to build.

The AI can help you in these tasks too, but you need to ask for the help in terms that it can help you with, and not expect it to be genuinely intelligent or to have a crystal ball. As a bonus, once you've gotten these things into the agentic context, the code itself becomes better too.

One-shotted vibe coding is an anti-pattern.