kitio.aiAdded Oct 28, 2026
Flyte
FreemiumOpen-source durable runtime for orchestrating AI and ML workloads
What is Flyte?
Flyte is an open-source orchestration platform for training, batch inference, fine-tuning and agent workloads that recovers automatically from infrastructure and code failures. Flyte 2 is aimed at ML and platform teams running AI pipelines in production.
Workflows are written in Python and can change shape at runtime, while Flyte handles retries for problems like API rate limits, out-of-memory kills, node interruptions and lost GPUs. It runs locally in a devbox, on Kubernetes with Kind, or on AWS.
Flyte is Apache 2.0 licensed and hosted by the Linux Foundation AI & Data. It has official integrations and a community plugin registry, can run agent loops from harnesses like Claude Code and Codex CLI, and offers an enterprise edition for managed deployments.
Features
- Durable workflow execution
- Automatic failure recovery
- Dynamic Python workflows
- Kubernetes deployment
- Plugin registry
- Enterprise edition
Tags
Releases
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Organization
Linux Foundation AI & Data
Listed by kitio.ai · unverified owner
Pricing
- Pricing model
- Freemium
- Paid options from
- Not listed
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Pros and cons
Pros
- Free and open source
- Recovers from common infra failures
- Covers training, inference and agents
Cons
- Requires Kubernetes know-how
- Migration needed from Flyte 1
- Enterprise pricing not published
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Q&A
What is Flyte?
Flyte is an open-source orchestration platform for training, batch inference, fine-tuning and agent workloads that recovers automatically from infrastructure and code failures. Flyte 2 is aimed at ML and platform teams running AI pipelines in production.
Is Flyte open source?
Yes. Flyte is released under the Apache 2.0 license as a Linux Foundation AI & Data project, with a separate enterprise offering.
Can I upgrade from Flyte 1 to Flyte 2?
Yes. The project publishes migration resources and a comparison to help teams move from Flyte 1.
How much does Flyte cost?
Flyte is freemium.
Is there a free version of Flyte?
Yes. Flyte has a free plan, and paid plans add more usage and features.
What are the main features of Flyte?
Durable workflow execution, Automatic failure recovery, Dynamic Python workflows, Kubernetes deployment, Plugin registry, Enterprise edition.
Who makes Flyte?
Flyte is made by Linux Foundation AI & Data.
What are the best alternatives to Flyte?
Popular alternatives include Metaflow, MLflow, BentoML.