Flyte OSS

Flyte is a free and open source platform that provides a full suite of features for orchestrating AI workflows. Flyte enables AI development teams to rapidly ship high-quality code to production by offering optimized performance, unparalleled resource efficiency, and a delightful workflow authoring experience. You deploy and manage Flyte yourself, on your own cloud infrastructure.

These are the Flyte 2.0 docs. To switch to version 1.0 or to the commercial product, Union.ai, use the selectors above.

Basics

Learn the basics of Flyte, covering all the core concepts around tasks, apps, and agents.

Get started What Flyte 2 is, how to install it, the core concepts, and the ways to run your code. Tasks Configure, build, and deploy the durable batch workloads that everything else is made of. Apps Long-running services for dashboards, REST APIs, and model endpoints. Agents Durable, self-healing agents built from tasks and apps, with sandboxing and MCP.

Advanced guides

Organize your codebase, optimize performance for production, and migrate from other workflow orchestrators.

Project patterns Patterns for BYO images, monorepos with uv, CI/CD, and multi-team resource management. Run scaling Tune task overhead, batching, reusable containers, and fanout to scale your workflows. Advanced project An advanced guide for building an LLM reporting agent on Flyte. Migration Port a Flyte 1 codebase to Flyte 2, or map Airflow concepts to their Flyte 2 equivalents.