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Do Coding Agents Really Fail at Business Logic? What the Evidence Shows

Why I started this I set out to test a suspicion, not to sell a tool: coding agents fail at bug fixing because they do not understand the business behind the code.

  • Coding agents struggle with bug fixing due to limited understanding of business logic.
  • 64% of rejected pull requests were due to reviewer abandonment, 2% due to agent issues.
  • Wrong implementation was the most common reason for rejections in bug-fix PRs.

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