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Engineering Metrics

1 post tagged #engineering-metrics

a person typing on a laptop computer on a desk Developer Tools

How to Measure AI Coding Impact: Throughput, Rework, Defects

Stop justifying AI coding tools with “felt faster.” Here’s a team-level measurement framework for PR throughput, rework, defect escape, and code review load—with guardrails and rollout thresholds.

August 6, 2026 10 min read
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KG

Building intelligent systems. Still chasing those sour icecreams.

Made with coffee and curiosity in Toronto. 2026.