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Dagu

AutomationLocal AI toolsBusinessUnverifiedOpen sourceRuns locally
Official websiteDownloadGitHub repository

Description

Self-hostable workflow orchestrator for teams whose main work isn't orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One binary, no database, runs on limited H/W resources. Alternative to Airflow / Cron / Job Scheduler.

Main features

  • Observability: Shared workflows and scheduling with clear visualizations, status tracking, and logs in the Web UI
  • Build workflows: Reuse a step's result when its command and files have not changed. Dagu can also infer dependencies from matching file paths
  • Human Tasks: Pause a workflow for acknowledgement or typed operator input, then expose the response to downstream steps
  • Secret management: Built-in secret management with secure log masking, preventing credentials from leaking into logs or the Web UI
  • Self-hosted: A single binary that runs on Linux, macOS, and Windows. Execution scales out to a fleet of workers
  • MCP Server: Authenticated MCP clients can inspect workflows and runs, maintain Wiki pages, apply changes, and control runs

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