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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I dug in and got GitHub access to FNA’s Native AOT ports for Xbox and PS5 as well as some private channels in the FNA Discord. Knowing that there were other examples in the world of C# being run on consoles using Native AOT gave me some level of hope that just maybe this might be possible. However, there were still many unknowns and overall this was a huge risk. I presented my findings and asked for two weeks for the backend team to come up with a proof of concept. A valid proof of concept meant demonstrating that we could take some of our existing C# code and call it from the Unreal game client on all three platforms we needed to support.
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在我们的观念里，叫魂仪式，可以让因生病或被惊吓得丢了魂的人回神。初七叫魂，则图个让家人都有精神气的好兆头。
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