代理决策缓存与异步执行思考
精选理由
Mem0AI 谈代理决策缓存，异步执行需要确定性而非猜测，能帮你避免重复犯错。
Mem0AI 分享了代理决策缓存的经验。代理在云 VM 中异步运行时，需要确定性而非猜测。代理会做出数十个决策，而非单一决策。缓存机制帮助代理记住错误猜测，避免重复犯错。
原文 · mem0
So, what did we learn from this? The caching example was one decision, corrected in one moment. But delegation means the agent isn't making one decision, it's making dozens decisions for a full length of the run. An agent working async in a cloud VM, pulling from a task queue, isn't getting corrected mid-thought by someone sitting next to it. That's not a place for guessing. That's a place for certainty, because it remembers the last time it guessed wrong. 💬 1 🔄 0 ❤️ 0 👀 61 📊 1 ⚡
