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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有前款第五项规定的滋扰、纠缠、跟踪行为的，除依照前款规定给予处罚外，经公安机关负责人批准，可以责令其一定期限内禁止接触被侵害人。对违反禁止接触规定的，处五日以上十日以下拘留，可以并处一千元以下罚款。
Premature fundraising often leads to premature scaling — one of the leading causes of startup failure.
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In addition, it allows a WebAssembly module to be loaded directly from a script tag using type=”module”:
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