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Astra is too defensive in analysis: “this doesn’t prove…” / “this doesn’t necessarily mean…”. It feels like responsibility-avoidance.
Its logic is strong, but real-world analysis isn’t pure logic. This is a serious issue. Not sure prompting will help. @thsottiaux
说实话，扪心自问，codex、claude即便报价2000美金一个月，如果让你随便用，不是照样赚吗。最起码省5个人力成本，远不止2000美金。不要抱怨token不够用，还会继续涨价。反过来说，如果你觉得不值，那么也就不需要订阅，你什么损失都没有。
确实有问题
Update on rate limits in Codex. We do see that for some users the cache hit rate has been worse this week than the stable state the weeks before. This could explain that usage is draining somewhat faster for those users as hitting the cache consistently is an important component of being efficient.
We are investigating and will have an update tomorrow.
claude的chat和cowork（云端）的区别是一个老的来源于chat的harness和一个新的来源于code的harness。老的harness一点也不差，甚至有些场景更强，其实claude的chat从头就非常agentic（不像ChatGPT ，也是ChatGPT早先落后的原因）。新的harness起初为了coding，后面发现处理所有工作都可以用这个框架。