Notes from the practice
Short pieces on measuring software delivery—written for engineering and release leads, not tooling catalogs.
Throughput Is Not a Vanity Chart
Deployment counts alone mislead. Here is how we frame throughput for software delivery intelligence in Hong Kong product teams.
Lead Time Without Blame
Lead time audits fail when they become scorecards for individuals. Treat stages as system properties instead.
What Pipeline Noise Hides
More pipeline events are not more intelligence. Noise hides the release risks that matter.