Want to try Graflow without installing anything? We've published a Google Colab notebook that walks you through building and running agentic workflows — right in your browser, completely free.

A side-by-side comparison of LangGraph and Graflow, covering design philosophy, graph definition, parallelism, data sharing, and dynamic control flow.

Comparing LangGraph and Graflow on production-critical features: Human-in-the-Loop, checkpoint/resume, parallel error policies, distributed execution, and task handlers.

Comparing LangGraph and Graflow on LLM integration, observability/tracing, and building real workflows — from a data analysis pipeline to a task management agent.

Graflow is a Python-based orchestration engine for Agentic Workflows — the sweet spot between deterministic pipelines and fully autonomous agents. Built with developer experience as a first-class concern, Graflow lets you write production-grade AI workflows that are readable, flexible, and easy to operate.

Welcome to the Graflow blog! This is where we'll share updates, tutorials, and insights about building reliable, explainable, and scalable workflows.