A minimal yet powerful tool for orchestrating multi-step development, build, test, and deployment workflows entirely within containers—with complete visibility from the outside.

Pipeline executes each logical step as a dedicated, isolated container and exposes fine-grained progress and tracing exclusively through standard Docker mechanisms: docker events, structured JSON logs, and BuildKit’s detailed output.

No custom runtimes, SDKs, or proprietary formats. Configuration is simple and declarative, optionally generated from lightweight scripts. Caching, parallelism, artifact passing, and secret handling build directly on proven Docker and BuildKit features.

The goal is straightforward: deliver the ergonomics and observability expected from modern CI/CD systems while remaining firmly rooted in the pure, stable Docker foundation—proving that real progress comes from deepening the basics, not layering abstractions on top.