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Continuous Delivery 2.0
Continuous Delivery 2.0
Mar 14, 2023 · R&D Management

Why Measure Engineering Productivity and How to Choose Meaningful Metrics

Measuring engineering productivity is challenging, but essential for managing and improving software processes; quantitative metrics offer scale while qualitative research provides context, and selecting meaningful metrics requires a goal‑signal‑metric framework, awareness of Goodhart’s law, and ensuring traceability to drive effective improvements.

Goodhart's lawSoftware measurementqualitative research
0 likes · 8 min read
Why Measure Engineering Productivity and How to Choose Meaningful Metrics
DevOpsClub
DevOpsClub
Oct 11, 2021 · R&D Management

How Ant Group Scaled R&D Efficiency with a Data‑Driven Insight Platform

Ant Group built a comprehensive R&D Insight system that combines measurement infrastructure, a unified metric framework, and a comprehensive evaluation model to turn massive development data into actionable diagnostics, enabling company‑wide, team‑level, and outsourcing efficiency improvements across thousands of engineers.

Data-drivenDevOpsR&D metrics
0 likes · 29 min read
How Ant Group Scaled R&D Efficiency with a Data‑Driven Insight Platform