2026年初，OpenClaw作为一个允许AI直接控制电脑、执行复杂工作流的开源工具，在短时间内获得超过21万GitHub星标。它带来了使用模式的改变，AI从“几千Token的问答工具”，转向后台持续运行、多任务并行的工作流系统。Token消耗随之从线性增长转向指数级放大。
There’s a secondary pro and con to this pipeline: since the code is compiled, it avoids having to specify as many dependencies in Python itself; in this package’s case, Pillow for image manipulation in Python is optional and the Python package won’t break if Pillow changes its API. The con is that compiling the Rust code into Python wheels is difficult to automate especially for multiple OS targets: fortunately, GitHub provides runner VMs for this pipeline and a little bit of back-and-forth with Opus 4.5 created a GitHub Workflow which runs the build for all target OSes on publish, so there’s no extra effort needed on my end.
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Min has called for the withdrawal of all ongoing civil and criminal lawsuits against NewJeans members, as well as external partners, former Ador employees, and fans who have been drawn into the conflict.
Google says this feature will initially be limited to certain food, grocery or rideshare apps. It will be available first on select devices, including the Galaxy S26 and Pixel 10, in the US and Korea.