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.
環境及生態局局長謝展寰2月10日到立法會介紹立法建議時說:「人的食物不一定適合狗進食,所以我們不太建議狗主將餐廳食物餵給狗隻。但真的自行餵食的話,我們也不打算禁止這個行為。」
公布结果:2026 年 3 月 12 日晚通过少数派官方直播颁奖,颁奖结束后,获奖用户可通过少数派站内信确认获奖信息及完成领奖。。搜狗输入法2026对此有专业解读
Wallace had been seeking up to £10,000 in damages from the BBC, but court documents state the claim against the BBC and BBC Studios has been "discontinued".
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What is this page?。业内人士推荐safew官方下载作为进阶阅读
No base class to extend, no abstract methods to implement, no controller to coordinate with — just an object with the right shape.