Canary Deployment Rollout Strategies in Kubernetes
Kubernetes needs extra tools to safely route traffic percentages to new versions.
Elise Cho
Section
CI and Production Environment Consistency
9 stories in CI and Production Environment Consistency.
Trunk-Based Development With Feature Flag Gating
Feature flags let teams ship incomplete code safely by decoupling deployment from release.
Dana Kovac
Jenkins Build Trigger Configuration for Environment-Sensitive Pipelines
Trigger configuration silently determines which environment state your pipeline actually tests.
Dana Kovac
Environment Parity Between Staging and Production in Kubernetes
Three mechanisms of configuration drift undermine staging-production parity in Kubernetes.
Ravi Petrova
SBOM Generation as a Required CI Pipeline Stage
Regulators now require SBOMs built into pipelines, not added after the fact.
Elise Cho
Eliminating Works-on-My-Machine Failures in CI Pipelines
Codify your environment to stop "works on my machine" failures.
Elise Cho
Flaky Test Root Causes in Non-Reproducible Environments
Most test flakiness stems from environmental variance, not defective test code.
Ravi Petrova
Container Image Reproducibility and Provenance Attestation
Study shows Docker images rarely rebuild identically; provenance attestation offers proof instead.
Kwame Bauer
Dependency Pinning Strategies for Stable CI Pipelines
Lockfiles and hashes are necessary but insufficient without pinning your entire build environment.
Elise Cho