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.
Мощный удар Израиля по Ирану попал на видео09:41
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密集的资本运作曾为公司带来短暂的业绩增长，2020-2022年，民德电子净利润保持连续增长，半导体业务也成为公司对外宣传的核心亮点。
«Во-первых, ты себя чувствуешь после этого в небезопасности. Во-вторых, просто таких людей надо ограждать от общества», — заявил блогер. Он также с иронией предложил авиадебоширам, которым запретили летать, подумать о своем поведении в поезде.
If you’re looking for more creative control or features like filters, however, the Instax Mini Evo is our choice, one that offers great image quality and lets you choose which photos you’d like to print. Other instant cameras, like Kodak’s Mini Retro 3, also offer a variety of advanced creative modes for those who desire more.