When developers' workflow halts due to slow compilation or faulty AI-produced tests, regaining concentrated productivity typically requires 23 minutes. If your AI system injects 37,000 code lines into your repository, it's not merely contributing value—it's introducing "interference" that obstructs workflows. It compels human developers to waste hours awaiting continuous integration, troubleshooting "imagined" scenarios, and losing creative rhythm.
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