GitHub Actions workflows are first-class agentic artefacts in this stack. Claude Code and GitHub Copilot Agent Mode generate new workflows, diagnose build failures, and push fixes autonomously. Agents monitor workflow runs, detect flaky tests, and raise PRs with corrections — keeping CI/CD pipelines healthy without manual intervention.