The solver takes the LLB graph and executes it. Each vertex in the DAG is content-addressed, so if you’ve already built a particular step with the same inputs, BuildKit skips it entirely. This is why BuildKit is fast: it doesn’t just cache layers linearly like the old Docker builder. It caches at the operation level across the entire graph, and it can execute independent branches in parallel.
从近期软件公司披露的财报看，很多头部企业收入和盈利预期只是增长略有放缓，远不到行业见顶的程度。同时，这些企业也在强化自身的AI能力，基本面并不差。。业内人士推荐91视频作为进阶阅读
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