Flyte 2 is the open-source AI runtime to scale durable workflows to production — on your own infra.
Write plain, async-native Python that orchestrates agents, data and ML pipelines, and inference — with the durability, reproducibility, and observability that production demands.
Why Flyte 2
🤖 Dynamic, agent-native execution — Write or generate orchestration logic that adapts on the fly at runtime. Loops, conditionals, fan-outs, and LLM-driven control flow are just Python.
🛡️ Durable, self-healing workflows — Flyte 2 is infrastructure-aware, automatically recovering from both logic and infrastructure failures like OOM crashes. Every execution is logged, reproducible, and observable from a single UI.
⚡ Realtime and batch inference — Flyte 2 handles inference natively, no separate serving stack required.
Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)
Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)
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