Data Bricklaying Diary
Oct 1, 2026 · R&D Management
Why AI Code Volume Lies: Measuring Real Efficiency via Task Acceptance and Rework
The article argues that AI programming efficiency should be measured by task acceptance, rework, and defects—not code volume or tokens—and proposes a practical framework tracking human interventions, shared improvements, and maintenance costs to assess true team productivity gains.
AI programmingPatrick Deboisefficiency measurement
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