TLDR DevOps 2026-08-10

Infra failures like OOM, node interruptions, and container preemption are AI workload killers. Flyte 2 (7.2K GitHub stars) brings durable execution to open source, using infrastructure-as-context to recover from both infra and code failures at runtime and scale workloads to production.

3 ways Flyte keeps workloads running:

• Self-healing workflows: At runtime, diagnose failure, recover with adjusted resources, and resume.
• Agent-native execution: Build durable workflows in pure Python that dynamically branch, loop, call tools, and adapt at runtime.
• Real-time and batch inference: Perform inference using the same runtime without stitching together a separate serving stack.

Try Flyte 2 today - free and open source

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