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Design CI/CD pipelines with fast feedback, quality gates, and reliable deployments
Build UIs that work for all users including keyboard navigation, screen readers, and WCAG 2.2
Design multi-agent systems with robust tool interfaces, state management, and failure handling
Build ML systems with disciplined training, evaluation, deployment, and safety practices
Design APIs that are stable, ergonomic, and evolvable
Design systems at the right scale with explicit trade-off documentation
Design services that are reliable, observable, secure, and maintainable
| name | ci-cd-and-automation |
| description | Design CI/CD pipelines with fast feedback, quality gates, and reliable deployments |
| difficulty | senior |
| domains | ["general"] |
A slow CI pipeline is a productivity killer. A CI pipeline that lets bad code through is worse than no pipeline. This skill designs pipelines that are fast enough to not be skipped, and thorough enough to catch real problems.
Standard stages:
Minimum required to merge a PR:
Track: build success rate, build duration trends, flaky test rate. A flaky test that is retried silently is a reliability problem.
