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.
I also plan on providing a way to completely override the build stage, which will be useful if you need to output multiple different executables, libraries, etc. One could use this hook to more easily generate configuration files for external build systems, if that integration is important.
Это породило новую волну домыслов — от сердечного приступа до сведения счетов с жизнью. Как бы то ни было, свой последний приют знаменитый вор в законе нашел в Соликамске, где ему установили памятник из гранита весом в восемь тонн — к нему часто приезжают воры в законе.,这一点在PDF资料中也有详细论述
Looking backwards and forwards,详情可参考新收录的资料
World Service,·17 Feb 2026,·26 mins。PDF资料是该领域的重要参考
与大家想象的不同,清华毕业生的京外就业已经成为常态。