PRO+270 XP
Developer Productivity Is Undefined
PRIORITIZATIONSCALEMicrosoft Research / DORA
Situation
Your company is rolling out AI developer tools. Some leaders want to measure output volume, others want developer happiness, and platform teams talk about friction in the toolchain.
High
Stake
analytics
Skill
Key Metrics at Stake
If the metric is vague, teams optimize in different directions. If the metric is too narrow, you may create activity without better outcomes.
Frameworks in Play
Goal-first measurementDORA and SPACEFriction diagnosis