Dagu

Dagu is a local-first workflow engine for ops automation and AI-assisted operations. Open source and self-hostable: one binary, no external database or broker. Define DAGs in declarative YAML. It supports shell commands, docker containers, k8s jobs, remote commands via SSH, and more. Cloud and Kubernetes ready: deploy with Docker or the official Helm chart and scale out to distributed workers across Linux, macOS, and Windows. Keep existing scripts and tools as they are while Dagu adds scheduling, retries, approvals, logs, and run history around them.