6 articles
Shiftleft AI runs as a CI-native pipeline step that gates every PR on coverage, contract, and assertion checks — without Newman, custom scripts, or plugin shims. Here is the 2026 implementation guide.
Automate API testing in GitHub Actions with reusable workflows, quality gates, and PR status checks. Step-by-step guide from workflow YAML to production deployment gates.
Configure automated API testing in Azure DevOps pipelines with quality gates, JUnit reporting, and coverage tracking. Step-by-step guide from YAML pipeline setup to deployment gates.
Set up automated API testing in Jenkins pipelines with plugins, Jenkinsfile configuration, and quality gates. Complete guide from plugin installation to production-ready API quality enforcement.
Automate test data generation, provisioning, and cleanup in CI/CD pipelines. Covers synthetic data factories, pipeline-integrated seeding, ephemeral environments, and zero-maintenance strategies.
A complete step-by-step guide to building a CI/CD testing pipeline that catches defects at every stage—from requirements through production. Covers tool selection, unit tests, API tests, quality gates, and how Shift-Left API integrates throughout.
