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Langflow on Stepflow with a Single Command

· 4 min read
Ben Chambers
Co-creator of Stepflow

In our first Langflow on Stepflow post, we showed how to convert and execute Langflow flows on Stepflow. That demo required building the Stepflow binary from source, generating configuration files, and wiring everything together manually. It worked, but it wasn't exactly a one-liner.

Today, the stepflow-langflow CLI makes this dramatically simpler, thanks partly to the new stepflow-orchestrator package which includes the necessary binary to run locally. A single run command handles conversion, orchestrator startup, and execution — all in one step.

Langflow on Stepflow POC

· 4 min read
Ben Chambers
Co-creator of Stepflow
Nate McCall
Co-creator of Stepflow

Note: This post uses the legacy $from syntax. As of December 2025, Stepflow uses the new syntax with $step, $input, and $variable. See the latest documentation for current examples.

Stepflow was designed to provide a common runtime for GenAI workflow frameworks. We've been working on a proof-of-concept converting flows from Langflow to Stepflow and executing them using Stepflow. This post demonstrates the integration and provides implementation details.

Announcing Stepflow: An Open Protocol and Runtime for GenAI Workflows

· 4 min read
Ben Chambers
Co-creator of Stepflow
Nate McCall
Co-creator of Stepflow

We're excited to announce the initial release of Stepflow, an open-source protocol and runtime designed to make building, executing, and scaling GenAI workflows simple, secure, and portable. Whether you're prototyping locally or deploying to production, Stepflow provides the foundation for reliable AI workflow execution.