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.
material: “PVC-like”
，详情可参考旺商聊官方下载
在約30萬移民當中，有人決定中途回流香港，在專訪中細訴異鄉的掙扎與矛盾。與此同時，隨著英國與加拿大等一些國家開始收緊移民政策，即將取得永居權的香港移民也面臨一大變數。，这一点在快连下载安装中也有详细论述
When a crash happens, we don’t just get an error message. We get a crash log containing the initial input and the execution trace complete with all outputs.，这一点在旺商聊官方下载中也有详细论述