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11 questions in Tools about CI/CD
How do you define performance thresholds, SLO assertions, and custom metrics in k6 to gate CI/CD pipelines automatically?
How do you ensure OpenAPI/Swagger documentation remains dynamically synchronized with automated API integration suites?
How should environment tagging and Git SHA versioning be structured in the Pact Broker during rolling Kubernetes deployments?
How does the Pact Broker and the can-i-deploy CLI tool prevent breaking changes from deploying to production environments?
What is the process for implementing custom reporters in Playwright to stream real-time metrics to platform analytics tools?
How should test artifact collection (tracing, screenshots, video) be configured to capture diagnostic data on failure while maintaining fast CI execution?
How can custom AI agents operating via Model Context Protocol (MCP) be integrated into modern automated framework maintenance workflows?
How do I integrate automated tests into GitHub Actions, Jenkins or GitLab CI effectively?
How do I add accessibility testing (WCAG, axe) to my automation pipeline?
Real devices vs emulators vs a device cloud: what is the right mobile test setup?
How do I run Playwright or Selenium tests in parallel without shared-state collisions?