What's cooking in git.git (Feb 2026, #11)

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今天,经营主体的想象力比过去任何时候都更加重要。就像此前惊艳世界的人工智能大模型DeepSeek(深度求索),最初脱胎于量化投资企业的算力资源,“主干”萌生的“旁枝”最后绽放出别样的花朵。

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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It has a range of ports including AC outlets, a USB-C port (input/output), USB-A ports, a Quick Charge 3.0 port, and a DC car port, so you can power or charge up to six devices at once.

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Trump relaxed export controls on the microchip maker Advanced Micro Devices (AMD) after the company gave $1million to Maga Inc.

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