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Flyte

Kubernetes-native workflow orchestration for data and ML

Automation & Workflows ★ 7.7k stars Hard setup Apache-2.0

Flyte is a structured programming and distributed processing platform for orchestrating data and machine learning pipelines on Kubernetes. It emphasizes reproducibility, versioning, and strong typing.

Official siteSource code

Key features

  • Reproducible ML pipelines
  • Strongly typed workflows
  • Kubernetes-native execution
  • Versioned task caching

Strengths

  • Released under the Apache-2.0 license
  • Kubernetes-ready with Helm charts available
  • Mature project with 7.7k GitHub stars
  • Written in Go

Is Flyte secure?

No known vulnerabilities affect Flyte's latest release (v2.0.51). OSV.dev lists 1 past advisory for the project; none of them applies to this release. No known vulnerabilities is not proof of security: it means none have been publicly catalogued.

  • Most recent fixed advisory CVE-2026-108728, published 2026-10-11 (3 days ago), fixed in 2.0.51

Source: OSV.dev, checked 2026-10-14. How this is measured.

Flyte replaces

Self-hosted Apache Airflow alternatives

Health badge

Maintain Flyte? Add its health score to your README. The badge links back to this page.

SelfHostIndex: 93 · excellent

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[![SelfHostIndex health score for Flyte](https://selfhostindex.com/badge/flyte.svg)](https://selfhostindex.com/app/flyte/)
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<a href="https://selfhostindex.com/app/flyte/"><img src="https://selfhostindex.com/badge/flyte.svg" alt="SelfHostIndex health score for Flyte"></a>
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.. image:: https://selfhostindex.com/badge/flyte.svg
   :alt: SelfHostIndex health score for Flyte
   :target: https://selfhostindex.com/app/flyte/

The score is recomputed on every nightly rebuild from public repository data — see how it is calculated.

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