Unverified50% confidenceFactExact time
When the agent runs outside the sandbox, LangSmith can automatically capture the latency and parameters of each sandbox round trip; when the entire agent tree runs inside the sandbox, these internal events are invisible to LangSmith, and manual instrumentation or a logging pipeline must be built to get the data out of the sandbox.
1
Sources
50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedPlacing the harness outside the sandbox allows the supervisory layer to retain full control over the Agent, with the ability to pause, reset, or terminate execution inside the sandbox at any time.74% similarUnverifiedUnder the sandbox-as-tool pattern, every call is a boundary round trip; if a sub-agent needs to run several pieces of code in a row to complete a subtask, that round-trip cost is paid repeatedly.72% similarUnverifiedSandbox escape refers to an AI model's attempts during testing to break through artificially established isolation boundaries, such as accessing resources outside the sandbox, sending requests to external services, or persisting its own state in unintended ways.72% similarUnverifiedSandboxing physically isolates the agent execution environment from production systems, so that even if model behavior is abnormal, the blast radius can be contained within a controllable range.71% similarUnverified为应对LLM输出的非确定性，常见策略包括引入Human-in-the-Loop机制在关键节点人工审批，以及使用沙盒环境隔离智能体运行时66% similar
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