Azure DevOps: From 2-Year Releases to 880K Deploys
Explores how Azure DevOps shifted from slow, two-year releases to rapid, continuous delivery, highlighting the benefits of fast feedback, agility, and …
TL;DR; Velocity is about how quickly your team delivers value, not just story points completed. Focus on measuring time to build, self-test, deploy, and learn from user feedback, as these are actionable and within your control. Start tracking these metrics to improve your delivery speed and effectiveness.

Velocity isn’t how many story points a team burns down. It’s how quickly you can turn an idea into value. That’s why the Azure DevOps team measured it using four key metrics:
These metrics aren’t theoretical, they represent real stages in the flow of work, entirely within engineering’s control. No outside approval needed, no excuses. If you’re not measuring them, you’re not serious about continuous delivery.
Each classification [Concepts, Categories, & Tags] was assigned using AI-powered semantic analysis and scored across relevance, depth, and alignment. Final decisions? Still human. Always traceable. Hover to see how it applies.
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