AI agents increasingly need isolated workspaces (sandboxes) to run code safely. Two architectural patterns exist: running the agent inside the sandbox (mirrors local development, tight coupling, but requires API keys in sandbox) or running it outside with the sandbox as a remote tool (faster iteration, better security, cleaner

7m read timeFrom blog.langchain.com
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Pattern 1: Agent Runs IN SandboxPattern 2: Sandbox as ToolChoosing Between PatternsImplementation ExampleConclusion

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