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.
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Sometimes his application is rejected within 15 minutes of submission, he said.
Step 2: Route on the Abstract Graph (The "Highway" Part):
变化三：存储技术，持续演进需求分层与周期重构，倒逼存储技术进入产业化迭代的快车道。