A platform for testing and deploying AI agents in isolated, controlled environments. Inspired by “Freestyle – Sandboxes for Coding Agents” and the general advancements in AI agent development, AgentSandbox provides a secure and controlled environment for developers and researchers to test, debug, and deploy their AI agents. This platform addresses the need for safe experimentation, preventing agents from causing unintended consequences in real-world systems or data. Users can define specific parameters, resource limits, and interaction protocols for their agents within these sandboxes, allowing for robust evaluation before wider deployment.