Purple: Ways to address someone
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.
。新收录的资料是该领域的重要参考
Десятки солдат ВСУ дезертировали в Сумской области08:38，更多细节参见新收录的资料
Во Франции раскритиковали Зеленского из-за грубой угрозы Орбану07:55