新闻
LangSmith LLM Gateway: runtime governance built into the agent lifecycle
LangChain · 发布于 · 阅读约3分钟
30秒读懂
- 发生了什么
- LangChain released LangSmith LLM Gateway, a runtime governance layer that enforces spend limits and redacts PII before LLM requests are sent.
- 为何重要
- Teams running agents in production need to prevent cost overruns and data leaks without adding separate infrastructure or switching between tools.
- 注意
- Gateway is currently in public beta. Long-term roadmap includes tool calls and MCP servers, suggesting current scope is LLM calls only.
收听本摘要
- agent
- llm
这条新闻背后的模式
- MCP Gateway (Tool Federation & Governance)
- Tool Misuse Prevention Pattern
- Context Lifecycle Management
每个模式都讲清楚技术如何运作、何时值得投入，以及在哪里会失效。
The Agent Architect
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