Run the workflow you already have
A GitHub Actions workflow arrives unchanged. preloop resolves expressions and matrices, runs each job on a fresh isolated machine, and keeps the actions, environment files and cache keys your repository already uses. It records what each step read, which tests ran, what the run produced and why work was reused or skipped.
Use one capability or combine them. The CLI drives runs, logs and debugging from a terminal or an agent. Runners provides isolated machines and shared caches. Incremental reuses work when its inputs are unchanged. Test Intelligence detects affected tests and selects them. Debug keeps a failed job available for inspection and retry. Code Workflows generates standard workflow YAML from code. Optimize proposes measured workflow changes for review.