忍了好久了，终于能聊 Gemini 4 Argon 的体验了，内测这段时间一直在用，特别是用 Teamwork Preview 做长任务和 Review ，群组 Agent 多角色这个功能终于好用起来了，之前的 Flash 模型是真的扛不起 ...

Claude Code 团队的 Thariq（@trq212）前两天发了一篇长文，专门讲 effort 这个参数到底是什么、什么时候该调高，以及为什么不干脆一直开 max。 他的结论是，effort 调的其实是 Claude 会花多少力气去做验证、测边界情况，以及会替你拿多少主意。 在硬件、代码审查、安全这类边界情况特别多的任务上，高 effort 的收益非常明显。而日常开发的话，low 和 me ...

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M - 6 bed - 5,374 sqft - A Madison original. With deeded Lake Mendota access and beautiful lake views, the historic William ...