An open-source Dynamic Workflow runtime that combines deterministic TypeScript orchestration with replaceable Agent runtimes.

Stars

312

7-day growth

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Forks

23

Open issues

1

License

MIT

Last updated

2026-07-27

AI repository intelligence
FR-AI / ANALYSIS

Why it is worth attention

It is the pilot project for ByteDance's DeerFlow 3.0, integrates Codex CLI and Bun, and offers both a CLI and programmatic API for creating and running agent-driven workflows.

Who it is for

  • Developers building multi-step AI workflows
  • Agent and LLM application engineers
  • DevOps and CI/CD pipeline architects
  • Open-source contributors exploring agent orchestration

Use cases

  • Automating deep research with independent angle verification and report synthesis
  • Generating blog posts from a topic and audience description
  • Creating custom workflows via a bundled Skill and any compatible agent
  • Running deterministic orchestration in serverless or event-driven automation

Strengths

  • Deterministic TypeScript orchestration ensures reproducible execution
  • Replaceable agent runtimes (default Codex CLI, but open to others)
  • Interactive TUI for real‑time workflow monitoring and a stable JSON event stream for automation
  • Bundled workflow-creator Skill enables agents to generate workflows automatically

Considerations

  • Requires the Bun JavaScript runtime (not Node.js)
  • The default agent (Codex CLI) must be installed and logged in separately
  • Relatively new project; documentation and ecosystem are still evolving

README quick start

Quick Start

Description

An open-source graph engineering runtime that keeps orchestration in TypeScript and delegates semantic work to replaceable Agent runtimes.

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