开发者使用Hindsight为AI代理提供持久记忆

报道来源 [4]

1. dev.to — LLM tag TIER_1 English(EN) · Shivani Mallam · 2026-09-29 18:34

   我如何赋予客服代理具有回溯能力的记忆

   <p>Most customer-support agents remember the conversation until the conversation ends. I wanted mine to remember what happened before—and, more importantly, remember which fixes had already failed.</p> <p>That idea led me to build MemorySupport AI, a customer-support agent that u…

2. dev.to — LLM tag TIER_1 English(EN) · Hemeema Gunthoti · 2026-09-29 18:15

   我的营销代理失忆了，直到我给了它Hindsight

   <p>Every Monday, my content-planning agent gave me the same advice: "Post consistently, lead with value, try more video." It had read 49 Instagram posts the week before. It remembered none of them.</p> <p>That's the failure mode nobody warns you about with LLM agents. They're gre…

3. dev.to — LLM tag TIER_1 English(EN) · Rehan Mohammed · 2026-09-29 17:36

   回顾如何帮助我的代理记住架构约束

   <p>Building Stateful AI Workflows: Moving Past Raw Logs with Long-Term Agent Memory<br /> If you've ever watched an LLM-powered assistant forget a critical workflow decision three turns after you made it, you already know the wall that stateless agent architectures hit. We recent…

4. dev.to — LLM tag TIER_1 English(EN) · sameer marla · 2026-09-29 17:30

   我的智能体为何总是健忘，以及“事后诸葛亮”如何解决了这个问题。

   <div class="ltag__link--embedded"> <div class="crayons-story "> <a class="crayons-story__hidden-navigation-link" href="https://dev.to/baharfatima/why-my-agent-kept-forgetting-things-and-how-hindsight-fixed-it-50e3">Why My Agent Kept Forgetting Things, and How Hindsight Fixed It</…