Unverified50% confidenceFactExact time
LangChain 的 ShellTool、smolagents 框架以及 OpenHands（前身为 OpenDevin）项目探索了以 bash 执行为核心辅以少量结构化工具的 Agent 架构
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/10/2026
First Seen
Valid until: 10/8/2026
Sources
文件优于工具：用虚拟文件系统重构AI Agent架构
hackernewshackernews7/9/2026
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