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Philipp Schmid:Agent 工具调用正收敛为 Code Mode,只剩一个 exec 工具
Philipp Schmid 发文指出 Agent 工具调用正从每轮一次 JSON 动作转向 Code Mode:模型只拿到一个 exec(code),在沙箱里用 TypeScript/Python 把查询、过滤、并行调用一次串完,中间结果大多不进上下文。推动因素是前沿模型大量训练代码、厂商为 Code Mode 做后训练,以及 MCP 同时提供 inputSchema 和 outputSchema。生态上 Pi、Factory Droid、OpenAI Codex 已默认或支持该模式,Factory Droid 1.0 切换后在 Terminal-Bench 4 准确率约 +3.5、花费约 -15%。作者也提醒为 bash 和人类可读文本优化的 CLI、Skills 接入类型化执行未必顺畅,需要重新清点 Agent 真正需要的工具。
Current read
Philipp Schmid 写了篇 Code Mode 实战分析:Agent 不再一回合调一个工具,而是在沙箱里写代码把活干完,文末还给了可跑的 Gemini 示例。
11 sources63° AI heatLast updated 2026/11/3 01:27:31
Evidence
11 sourcesRelated source 1Philipp Schmid
View sourceRelated source 2IT之家
View sourceRelated source 3OpenAI Blog
View sourceRelated source 4Dify
View sourceRelated source 5宝玉
View sourceRelated source 6arXiv: OpenAI
View sourceRelated source 7Decoder
View sourceRelated source 8kimmonismus
View sourceRelated source 9Tibor Blaho
View sourceRelated source 10rohanpaul_ai
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