The main lesson I learnt from working on these projects is that agents work best when you have approximate knowledge of many things with enough domain expertise to know what should and should not work. Opus 4.5 is good enough to let me finally do side projects where I know precisely what I want but not necessarily how to implement it. These specific projects aren’t the Next Big Thing™ that justifies the existence of an industry taking billions of dollars in venture capital, but they make my life better and since they are open-sourced, hopefully they make someone else’s life better. However, I still wanted to push agents to do more impactful things in an area that might be more worth it.
Фото: Gleb Garanich / Reuters
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March 3, 2026 at 5:30 a.m. PT。下载安装汽水音乐是该领域的重要参考
All CPU state lives permanently on-device as PyTorch tensors:
The hardest part about it all is that I had to implement common APIs in JS - DOM, Canvas, XMLHttpRequest, Events, localStorage, DOMParser, console, atob/btoa, alert/prompt/confirm, etc. This was tedious to say the least. Each of the API had to be reimplemented, although it was mostly just writing wrappers for existing APIs and calling interpreter.createNativeFunction on them.