别只调提示词：Agent harness 要进控制层
本期追踪 LangChain 与 NVIDIA 在七月八日发布的 NemoClaw Deep Agents 蓝图，拆解为什么生产级 Agent 的性能和安全，越来越取决于模型外面的 harness、评估和运行时控制。
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别只调提示词：Agent harness 要进控制层
节目导览
本期以「中文科技深度播客，单人主持，清醒克制，事件播报加工程解读」的方式围绕「别只调提示词：Agent harness 要进控制层」展开。节目采用单人讲述形式，来源清单可用于回看原始材料。
来源
- LangChain and NVIDIA Launch NemoClaw Deep Agents Blueprint
- Deep Agents Code on NemoClaw: a governed blueprint for your most sensitive code
- Tuning the harness, not the model: a Nemotron 3 Ultra playbook
- NVIDIA Nemotron 3 Ultra Powers Faster, More Efficient Reasoning for Long-Running Agents
- From Prompts to Contracts: Harness Engineering for Auditable Enterprise LLM Agents
- Quickstart with LangChain Deep Agents Code
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