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Testing, Versioning & Release

What makes a suitable staging environment for durable agent workflows?

A suitable staging environment for durable agent workflows should mirror production’s core dependencies. Replicate the durable execution layer, checkpoint storage, and external model APIs either via mocks or mirrored production instances. Route test traffic to the staging environment to validate workflow behavior before production deployment. Avoid over-simplifying dependencies, as this can lead to unforeseen production gaps.

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