Flyte
Type-safe orchestration for agents, ML pipelines and inference on Kubernetes.
Updated
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Use cases
About Flyte
Flyte is listed in our frameworks category and is aimed at builders. Type-safe orchestration for agents, ML pipelines and inference on Kubernetes. Pricing, as the maker states it: Open source + cloud. Maturity: Mature. We last checked the official link on 2026-10-16.
What is Flyte?
Flyte is a type-safe orchestration platform for ML pipelines, models and agents at scale, in pure Python, running on Kubernetes. It is a graduated project of the LF AI & Data Foundation.
Flyte 2 can be tried locally with a devbox, and a TUI provides a local development experience; Flyte 1 is maintained on a separate branch.
Sources: the official README and our directory listing, checked 2026-10-18. Official site: flyte.org.
Who is Flyte for?
ML and data teams who orchestrate pipelines and agents on Kubernetes.
Flyte at a glance
- Open source: Yes (Apache License 2.0)
- GitHub: flyteorg/flyte · 7,742 stars (as of Oct 21, 2026)
Key features
- Pipelines, models and agents in pure Python
- Kubernetes-based
- LF AI & Data graduated project
- Local devbox and TUI
Flyte FAQ
What is Flyte?
Flyte is a type-safe orchestration platform for ML pipelines, models and agents at scale, in pure Python, running on Kubernetes. It is a graduated project of the LF AI & Data Foundation.
Who is Flyte for?
ML and data teams who orchestrate pipelines and agents on Kubernetes.
Is Flyte free?
Flyte's pricing, as the maker states it: Open source + cloud. 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 Flyte open source?
Yes. Flyte is released under the Apache License 2.0, according to its GitHub repository.
What are alternatives to Flyte?
Similar tools include Pydantic AI, Orkes, Haystack, Restack, TanStack AI and DocETL.
Flyte ratings and reviews
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Flyte alternatives
Other frameworks tools in our directory. See all frameworks tools →
Pydantic AI
Type-safe Python agent framework from the Pydantic team.
Orkes
Orchestration platform built on Conductor for durable workflows and AI agents.
Haystack
Open-source orchestration framework for building production LLM apps, RAG and agents.
Restack
Platform for designing, testing and running reliable agents at enterprise scale on Kubernetes.
TanStack AI
Type-safe, provider-agnostic TypeScript SDK for chat, tool calling and agents.
DocETL
System for agentic, LLM-powered document processing and ETL pipelines from UC Berkeley.
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