require significant computational resources to run
«Они как слон в посудной лавке»Политолог Дмитрий Суслов — о Совете мира, стратегии Дональда Трампа и будущем конфликта на Украине28 января 2026
Возможность Украины сопротивляться без поддержки Запада оценилиСоррилья: Без поддержки Запада Украина сможет сопротивляться не более 12 недель。关于这个话题，搜狗输入法2026提供了深入分析
A few weeks ago my friend Harrison (@hktouw) and I did our yearly Tesla FSD cruise around the Bay Area — seven hours of letting the car drive while we talk about whatever comes to mind. This was the first year we never had to take over the wheel, which meant even more time for conversation. We covered AI adoption, investing, and then landed on something that’s been bugging me for a while. Why do we still store credentials in plaintext .env files?，详情可参考heLLoword翻译官方下载
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.
“It is always best to err on the side of caution until you are very clear on the purpose and culture of the group,” Wesson said.，详情可参考爱思助手下载最新版本