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Using GPT-6 Astra wrong: let it plan and delegate instead of doing the work

The author says their earlier complaints about GPT-6 Astra came from misuse, and now has Astra plan, delegate to 3-5 Sol threads and review the results, with three prompts to try.

Brad Groux
@BradGrouxArchived 2026.09.23Originally posted 2026.09.23

What this article says

作者此前一直抱怨 GPT-6 Astra 不好用,后来意识到问题出在自己的用法上:他形容这就像让艾森豪威尔亲自冲上诺曼底海滩。Astra 的定位不是单线程执行者,而是规划者和调度者。改变后的工作流是:先让 Astra 拆解任务、制定计划,再把具体执行分派给 3 到 5 个 Sol 线程并行处理,最后由 Astra 回收并审核这些线程的产出。作者称这一转变让效果明显不同,并在文中给出三个可以直接照抄尝试的提示词,供读者复现这套「规划—委派—审核」的用法。

I’ve been complaining about GPT-6 Astra, but I've been using it wrong. I was asking Eisenhower to storm the beaches of Normandy himself. Now Astra plans, delegates to 3-5 Sol threads, and reviews the work. Here’s what changed, plus three prompts to try. https://x.com/i/article/2102449008232861696

Brad Groux @BradGrouxOriginally posted 2026.09.23
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x.com/bradgroux/status/2102455199583334625Archived 2026.09.23 10:30