PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER BenchMaxxing

"In the same logging study, coding agents failed to comply with 67% of explicit constructive logging requests examined."

The researchers found that explicit logging instructions appeared in only 4.7% of examined agentic pull requests and were frequently ineffective when present. This provides specific evidence of weaknesses in fulfilling operational requirements beyond core functionality.

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