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AI Code That Works but Doesn't Fit Your Codebase

AI code explosion: 8x duplicate blocks in 2024. GitClear finds copy-paste overtaking refactors as AI generates same utilities repeatedly.

Octopus Team·

AI Code That Works Is the Most Dangerous Kind

AI code looks cleaner but hides dangerous regressions. Octopus Review uses full codebase context to catch subtle bugs that slip past traditional reviews.

Stop Trusting AI Code. Start Measuring It.

AI-generated code has 1.7x more defects than human-written code, but most teams can't track which bugs came from AI vs humans in 2026.