End-to-End Progressive Delivery
A focused chapter on end-to-end progressive delivery, with practical delivery concerns, trade-offs, and the operational questions behind CI/CD work.
Why Releasing in Stages Matters More Than You Think
Your team just spent two weeks finishing a new feature. Code was reviewed. Tests passed in staging. Everything looked good. You run the pipeline, the new
Three Levers for Safer Releases: Traffic, Cohorts, and Feature Flags
You have a new version of your application ready. Tests pass in staging. The team feels confident. But you still hesitate before hitting deploy to
When Data Decides: Using Observability to Drive Progressive Delivery
You've just pushed a new version of your application. The canary deployment starts routing 10 percent of traffic to the new instances. Everyone on the
When Your Pipeline Decides: Automating Progressive Delivery Decisions
Picture this: it's 2 AM on a Saturday. Your team just triggered a release before heading home. The new version starts receiving 5% of production traffic
When Five Percent of Traffic Tells You More Than a Staging Environment
A few weeks ago, a team I know deployed a new authentication flow. The staging environment showed green tests, acceptable response times, and no errors
When Deploying Code Doesn't Mean Releasing Features
Your team just finished a big refactor of the search algorithm. The code is tested, reviewed, and deployed to production. But here's the thing: nobody is
When Feature Flags Become Technical Debt
You have been shipping features with feature flags for six months. Every new capability gets its own flag. Some features finished testing weeks ago and
From Commit to Full Rollout: Building a Progressive Delivery Pipeline
You merge your code into the main branch. The CI pipeline turns green. The artifact is ready. Now what?