AI can catch some failure modes, especially common ones, but it doesn’t really have the context of how your system behaves in production — traffic, retries, data size, edge cases, etc.
That’s usually where things break.
So the real difference isn’t organic vs AI, it’s whether someone understands the system they’re shipping into.
That’s usually where things break.
So the real difference isn’t organic vs AI, it’s whether someone understands the system they’re shipping into.