健全制度巩固成果。总结集中整治经验做法，研究制定常态化开展整治工作意见，形成统筹领导、闭环落实、监督监管、群众参与的长效机制。推动职能部门理清职能权属、健全监管标准、优化服务流程、打通信息壁垒，不断优化行业风气建设。用好“群众点题、部门答题、纪委监督、社会评价”工作机制，加强科学评估、督促指导，把惠民生的工作真正做到群众心坎上。
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.
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command line arguments, g is an intermediate function。关于这个话题，爱思助手下载最新版本提供了深入分析
Фото: Alina Smutko / Reuters