🤖 AI Dev Tools

AI Codebases' Dirty Secret: Why Six-Month Projects Now Crawl at Sprint Pace

Everyone thought AI would slash dev cycles forever. Instead, codebases are ballooning into verification nightmares, turning two-day features into two-week slogs.

theAIcatchup Apr 10, 2026 3 min read
Line graph of rising time per feature in AI codebases over 10 months, with coupling curve

⚡ Key Takeaways

  • AI tools create sharp delivery slowdowns after 3-6 months due to structural coupling and verification debt. 𝕏
  • Measure crisis with git commands: files per commit, large files, PR times. 𝕏
  • Fix via Atomic Slice Architecture (ASA): enforce domain boundaries for flat velocity. 𝕏
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theAIcatchup

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#AI-generated codebases #Atomic Slice Architecture #structural coupling #verification debt

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Originally reported by dev.to

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