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Working Code, Wrong Engineering: Why AI-Generated Code Needs System-Definition Tests

Hacker Noon

TechnologyHacker Noon·Jun 9, 2026·1 min read

Working Code, Wrong Engineering: Why AI-Generated Code Needs System-Definition Tests

Real-World Examples of Drift in Perfectly Working AI-Generated Code Traditional software engineering already depends on tests, CI/CD, dependency management, code review, lockfiles, package manifests, SBOMs, and release controls. Those…

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