When agents can iterate through hundreds of test cycles in minutes, the cost of testing against real cloud APIs adds up quickly.

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Testing AI agents against real cloud infrastructure is costly and slow. LocalStack CEO Waldemar Hummer discusses how high-fidelity local sandboxes solve this by emulating cloud services like AWS locally, enabling developers and AI agents to run hundreds of test cycles without incurring real cloud costs. As agentic AI autonomously provisions infrastructure and manages cloud resources, safe and repeatable sandbox environments become critical to catching failures before staging or production.

The Sandbox Solution: Closing the AI Testing Gap