snakes.run: rendering 100M pixels a second over ssh

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Around this time, my coworkers were pushing GitHub Copilot within Visual Studio Code as a coding aid, particularly around then-new Claude Sonnet 4.5. For my data science work, Sonnet 4.5 in Copilot was not helpful and tended to create overly verbose Jupyter Notebooks so I was not impressed. However, in November, Google then released Nano Banana Pro which necessitated an immediate update to gemimg for compatibility with the model. After experimenting with Nano Banana Pro, I discovered that the model can create images with arbitrary grids (e.g. 2x2, 3x2) as an extremely practical workflow, so I quickly wrote a spec to implement support and also slice each subimage out of it to save individually. I knew this workflow is relatively simple-but-tedious to implement using Pillow shenanigans, so I felt safe enough to ask Copilot to Create a grid.py file that implements the Grid class as described in issue #15, and it did just that although with some errors in areas not mentioned in the spec (e.g. mixing row/column order) but they were easily fixed with more specific prompting. Even accounting for handling errors, that’s enough of a material productivity gain to be more optimistic of agent capabilities, but not nearly enough to become an AI hypester.

4 ways to,这一点在新收录的资料中也有详细论述

Timestamp-driven game loop scheduling with timer delta updates and optional idle CPU throttling.

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Brit Award

岁月更迭,精神永续。2025年,“刘老庄连”被授予“时代楷模”称号。80多年前,八十二烈士以生命铸就“生命不息、战斗不止”的连魂;今天,新一代官兵正将这份精神熔铸进练兵备战的火热实践,在强军征途上奋勇冲锋。

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