AgentScout / frameworks / Dagu
frameworksOpen sourceAdded Oct 16, 2026

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Self-hostable workflow orchestrator with a simple definition format and web UI, usable for agent jobs.

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Good for: automating workflows, building AI agents, building multi-agent systems

Use cases

About Dagu

Dagu is listed in our frameworks category and is aimed at builders. Self-hostable workflow orchestrator with a simple definition format and web UI, usable for agent jobs. Pricing, as the maker states it: Open source. Maturity: Active. We last checked the official link on 2026-10-16.

What is Dagu?

Dagu is a local-first, open-source workflow engine for operations and internal automation. It is a single binary with a built-in web UI and no external database or message broker, running on Linux, macOS and Windows.

You define DAGs in YAML; it supports shell commands, Docker containers, Kubernetes Jobs and SSH, and turns scripts and runbooks into scheduled workflows with retries and human tasks.

Sources: the official README and our directory listing, checked 2026-10-18. Official site: dagu.sh.

Who is Dagu for?

Ops and platform engineers who want a simple self-hosted scheduler, including for agent jobs.

Dagu at a glance

  • Open source: Yes (GNU GPL v3.0)
  • GitHub: dagucloud/dagu · 4,407 stars (as of Oct 21, 2026)

Key features

  • Single binary with web UI
  • YAML-defined DAGs
  • Shell, Docker, Kubernetes and SSH
  • Scheduling, retries and human tasks

Dagu FAQ

What is Dagu?

Dagu is a local-first, open-source workflow engine for operations and internal automation. It is a single binary with a built-in web UI and no external database or message broker, running on Linux, macOS and Windows.

Who is Dagu for?

Ops and platform engineers who want a simple self-hosted scheduler, including for agent jobs.

Is Dagu free?

Dagu's pricing, as the maker states it: Open source. Open-source tools are free to use, though you may still pay for model API usage or a hosted plan. Check the official site for current plans.

Is Dagu open source?

Yes. Dagu is released under the GNU GPL v3.0, according to its GitHub repository.

What are alternatives to Dagu?

Similar tools include OpenAI Agents SDK (Python), Orkes, Trigger.dev, Julep, Mastra and Evolver.

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Dagu alternatives

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🧭 Task guides: Multi-agent orchestration tools for building AI agents · AI workflow automation tools

💲 Estimate API cost: compare per-request and monthly costs for GPT, Claude, Gemini and Grok models.

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