State Machines launches stateful API replicas for testing enterprise AI agents at scale

SimplyAnnisa · x · 2026-09-09

State Machines launched infrastructure that recreates enterprise apps — Salesforce, SAP, Zendesk, Workday, Jira, Stripe and dozens more — as local, stateful API replicas that "work like production," letting teams run thousands of isolated instances in parallel with state persisting across requests, for development, testing, and CI.

The commentary framing the launch: enterprise agents need more than a successful demo; teams need a safe way to test, reproduce, and validate behavior before touching real customer systems. Stateful API replicas plus isolated execution could be the evaluation layer enterprise agents have been missing.

Related event: State Machines launches enterprise-grade sandbox for AI agent testing(6 posts)→

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