Flyte

Open-source workflow orchestration platform for building and scaling AI/ML pipelines and data workflows. Differentiates with pure Python authoring, built-in fault tolerance with automatic retries, caching, and infrastructure-aware dynamic execution on Kubernetes. Best suited for teams orchestrating complex ML training pipelines, data processing, and agentic AI workflows at scale.