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05-26

你的AI代理正被工具淹没?代码模式来救场 Why Your AI Agent Is Drowning in Tools (And How Code Mode Saves It)

MCP工具过多导致LLM上下文膨胀和幻觉。常规办法有代理侧过滤或MCP侧削减,最新“代码模式”让LLM搜索并执行代码来调用工具,可大幅降低上下文开销,但调试更复杂。无论哪种方案,仍须控制工具数量。 Too many MCP tools bloat context windows and cause hallucination. Agent-side filtering and MCP-side reduction help, but 'code mode' lets LLMs search and execute code instead of calling tools directly, reducing token usage. However, debugging is harder and sandboxing is needed. Regardless, you still need to manage tool numbers.

engineering.leanix.net · 1 min · Agents · Cloudflare · LLM
by Devin