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The easy part of AI-assisted coding is getting code produced, and that no longer feels like the real bottleneck. What becomes harder, and much more expensive, is when an agent commits too early to a bad plan, carries the wrong assumption through a multi-file change, or produces something that looks tidy enough to pass a quick glance while still being wrong in the ways that matter.

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