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Continuous Delivery 2.0
Continuous Delivery 2.0
Oct 25, 2021 · Fundamentals

Measuring Software Engineering Productivity: Goals, Signals, and Metrics

This article explains why measuring engineering productivity incurs costs, outlines Google's data‑driven research approach, and introduces the Goal‑Signal‑Metric (GSM) framework with practical steps for selecting meaningful metrics, balancing quantitative and qualitative insights, and turning results into actionable improvements.

GSM frameworkProcess ImprovementSoftware Engineering
0 likes · 10 min read
Measuring Software Engineering Productivity: Goals, Signals, and Metrics
DevOps
DevOps
Jul 13, 2020 · R&D Management

Google's Engineering Productivity Measurement: GSM Framework and QUANTS Model

This article explains how Google, a data‑driven company, improves engineering productivity by combining a dedicated research team, the Goals‑Signals‑Metrics (GSM) framework, and the QUANTS model to create actionable, traceable metrics for code readability and other efficiency goals, while balancing quantitative and qualitative insights.

Engineering ProductivityGSM frameworkGoogle
0 likes · 13 min read
Google's Engineering Productivity Measurement: GSM Framework and QUANTS Model