Auditing. 1Password and Keychain both maintain access logs. You can see who accessed which secrets and when. A .env file gives you none of that.
从往年春节“扎在田里”，到如今远程巡田、旅游过年，田埂边细细聊，我把镜头对准这家人春节体验的变化，用他们的故事折射农业新质生产力如何助农惠农。稿件春意浓、有趣味，收获良好反响。
。体育直播对此有专业解读
Google Chat just got an upgrade that could be one of its most practical yet.
Many people reading this will call bullshit on the performance improvement metrics, and honestly, fair. I too thought the agents would stumble in hilarious ways trying, but they did not. To demonstrate that I am not bullshitting, I also decided to release a more simple Rust-with-Python-bindings project today: nndex, an in-memory vector “store” that is designed to retrieve the exact nearest neighbors as fast as possible (and has fast approximate NN too), and is now available open-sourced on GitHub. This leverages the dot product which is one of the simplest matrix ops and is therefore heavily optimized by existing libraries such as Python’s numpy…and yet after a few optimization passes, it tied numpy even though numpy leverages BLAS libraries for maximum mathematical performance. Naturally, I instructed Opus to also add support for BLAS with more optimization passes and it now is 1-5x numpy’s speed in the single-query case and much faster with batch prediction. 3 It’s so fast that even though I also added GPU support for testing, it’s mostly ineffective below 100k rows due to the GPU dispatch overhead being greater than the actual retrieval speed.