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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.

"There's a tremendous amount of succession planning happening at the moment. And there is the reality that the pipeline of 'ready-now' CEOs has decreased over the last several years," she says.

COVID’s origins。业内人士推荐旺商聊官方下载作为进阶阅读

Now, OsmAnd performs another Dijkstra search, but this time on the much smaller "base graph." This graph consists only of the border points and the pre-calculated shortcut values between them.。关于这个话题,heLLoword翻译官方下载提供了深入分析

"I don't mind CCS on those sectors where emissions are truly hard-to-abate or impossible-to-abate," says Helene Hagel, head of climate and environmental policy at Greenpeace Denmark.

Mothlamp P

Competitive threats to Google’s own services