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.
New robot vacuums announced at CES 2026Several top robot vacuum brands unveiled new flagship models at CES in early January. These include the Roborock Saros 20 Sonic and Qrevo Curv 2 Flow, the Dreame X60 Max Ultra Complete, and the Narwal Flow 2. I'm in the process of testing these at home and will update this guide accordingly as each are officially released to the public.
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以往，各地“即买即退”服务往往仅覆盖本地口岸离境业务。跨城市旅行，体验难免打折。对此，多地正探索破题：广东省内，天津与北京，重庆与四川、云南、陕西、甘肃等地，已实现离境退税“即买即退”口岸离境互认办理。例如，境外旅客在重庆离境退税“即买即退”商店购物退税后，可以自行选择从成都天府国际机场、昆明长水国际机场、西安咸阳国际机场、兰州中川国际机场等完成退税核验后离境。。业内人士推荐谷歌浏览器【最新下载地址】作为进阶阅读
Now, the business averages $12,000 per month and is projected to see $400,000 in annual revenue.