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.
Sign up for our Tech Decoded newsletter to follow the world's top tech stories and trends. Outside the UK? Sign up here.
。关于这个话题，safew官方下载提供了深入分析
Inquiry sources questioned the approach, saying the government has at times been "hostile and difficult", blocking the release of information and delivering documents late.
Drop all pages where the scavaging count is n
TL;DR: The Pokémon TCG: Mega Charizard X Tin and Mega Charizard Y Tins are available to preorder for $44.95 and $44.90 at Amazon — up to $7 off their typical list prices ahead of the Feb. 27 release.