Solver and cache: content-addressable execution
行政执法监督机构对行政执法下列情形进行监督：
。关于这个话题，heLLoword翻译官方下载提供了深入分析
彭博社报道，除了有望下周亮相的 M5 Pro、M5 Max Mac 新品，以及全新入门款 MacBook，苹果已经将全新 M6 MacBook Pro 提上日程，预计将于今年年底发布。
At the heart of BuildKit is LLB (Low-Level Build definition). Think of it as the LLVM IR of build systems. LLB is a binary protocol (protobuf) that describes a DAG of filesystem operations: run a command, copy files, mount a filesystem. It’s content-addressable, which means identical operations produce identical hashes, enabling aggressive caching.
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.