If you're looking for a way to reproduce your CI locally that isn't tied to a particular CI system (but which has a nice integration with GitHub Actions), there

If you're looking for a way to reproduce your CI locally that isn't tied to a particular CI system (but which has a nice integration with GitHub Actions), there's also Toast: https://github.com/stepchowfun/toast https://github.com/stepchowfun/toast Toast lets you use whatever base image you want (even when running with GitHub Actions), and it has some extra features for local development (e.g., caching, bind mounts, tasks with dependencies between them, etc.).