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.
Может ли Россия помочь в урегулировании конфликта?Макаревич напомнил, что Катар, Турция и Саудовская Аравия выступают посредниками, однако конфликт слишком сложно урегулировать: «Этот спор не может быть решен только двумя странами. Но и любая третья сторона по итогу сталкивается с претензиями».
。关于这个话题，同城约会提供了深入分析
У мышей, получивших S. mutans или генетически модифицированную E. coli с UrdA, развились такие моторные нарушения, как скованность и тремор, снижение координации, а также гистологические признаки, идентичные болезни Паркинсона, рассказал Кудаев. При этом, добавил он, животные показали трехкратное увеличение ImP в мозге, потерю 40 процентов дофаминергических нейронов в черной субстанции, двукратное повышение альфа‑синуклеина.
Season 4, Part 2 sees the Shondaland/Netflix series moving between joy, forbidden love, and tragedy, with soapy fairy tale twists and swoon-worthy romance decked out in the series' signature pop Regency aesthetic. Steamy and sad, the season sees showrunner Jess Brownell lean into considerations of love beyond society's rules, while laying the groundwork for one hell of a Season 5.
When it comes to software engineering, I’d like to think of myself as a generalist. Still, over my 12-year career, a major focus has been building scalable backends. I’ve worked at Amazon and Twitch to build out large-scale systems that support millions of users.