UEFI-compatible qemu versions required. Necessary components included in repository.
盖坤：从我的视角，动态控制的起点仍是需求导向，非单纯追求“爆款”，其中确有押注成功的成分。公众所见版本实为我们的第二迭代
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One more trend worth calling out: it's becoming common for LLMs to use CLI tools instead of MCPs (and it seems like every company is shipping one: Google Workspace CLI, Braintrust is launching one soon). The reason is token efficiency. MCP servers inject full tool schemas into context on every turn whether the agent uses them or not. CLIs flip this: the agent runs a targeted command, and only the relevant output enters the context window. I use agent-browser heavily for exactly this reason versus using the Playwright MCP.，详情可参考易歪歪
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