# Restore (stops container, rolls back, restarts)
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.，更多细节参见safew官方下载
�@IDC�Ń��T�[�`���S�������f�C�u�E�}�b�J�[�V�[���i�o�C�X�v���W�f���g�j�ɂ����ƁA�l�I�N���E�h�́A�ϋɓI�ȉ��i�ݒ��ƃV���v���ȃT�[�r�X�ɂ����ăn�C�p�[�X�P�[���[���������R�X�g�������ł��A�N���E�h���w�����������ƂɂƂ��Ė��͓I�����֓I�ȑI�����ɂȂ��Ƃ����B，推荐阅读heLLoword翻译官方下载获取更多信息
国务院核安全监督管理部门、核工业主管部门在各自职责范围内对原子能研究、开发和利用活动实施核安全监管。。业内人士推荐同城约会作为进阶阅读