During development I encountered a caveat: Opus 4.5 can’t test or view a terminal output, especially one with unusual functional requirements. But despite being blind, it knew enough about the ratatui terminal framework to implement whatever UI changes I asked. There were a large number of UI bugs that likely were caused by Opus’s inability to create test cases, namely failures to account for scroll offsets resulting in incorrect click locations. As someone who spent 5 years as a black box Software QA Engineer who was unable to review the underlying code, this situation was my specialty. I put my QA skills to work by messing around with miditui, told Opus any errors with occasionally a screenshot, and it was able to fix them easily. I do not believe that these bugs are inherently due to LLM agents being better or worse than humans as humans are most definitely capable of making the same mistakes. Even though I myself am adept at finding the bugs and offering solutions, I don’t believe that I would inherently avoid causing similar bugs were I to code such an interactive app without AI assistance: QA brain is different from software engineering brain.
Ракета, разработка которой столкнулась с перерасходом средств и другими проблемами, должна прийти на смену существующим МБР LGM-30G Minuteman III. Кнутов подчеркнул, что Sentinel построили практически в таких же габаритах, поэтому ВВС США смогут использовать уже построенные шахты для базирования LGM-35A.
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萨吉德·阿克拉姆拾起了另一支枪，并与儿子一起再次朝光明节活动方向射击。
长期资产进项税额抵扣的具体操作办法，由国务院财政、税务主管部门制定。
"When there is a lot of chemistry and the spark, I think that can sometimes be about opening old unhealthy patterns, like old wounds", she says.