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If someone says AI writes all their code, one of two things is true: the problem is extremely simple or they’re overselling it In real systems, with real constraints, you still need actual engineering. 2/9

For small changes, it’s helpful. AI picks up some context and gives some good answers. But it always needs review. Always. And even then, small bugs slip through. 3/9

For complex logic? It gets slippery. You correct mistakes → update the prompt → things look good… Then the same bugs sneak back in. Even if you explicitly told it not to do that. Frustrating. 4/9