As AI agents take over more coding tasks, the bottleneck in software engineering shifts from writing code to exercising judgment. Two forms of cognitive debt threaten engineers who move fast with AI: phantom understanding (misaligned mental models between humans and AI) and shallow awareness (building systems faster than you

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