For years now, Valve fans have been making jokes about the company's slow transition from game maker to glorified digital hat and knife paint marketplace. This week, though, a lawsuit brought by the state of New York argues that Valve's in-game loot box sales amount to an illegal gambling outfit worth tens of billions of dollars.
想象一下，你是一位想要构建带有 AI 代理的移动或 Web 应用的开发者。当智能体部署在云端时，你会面临一系列问题：
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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.
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In the end, Scream 7 may not be the best of the bunch, but it's damn close.