AI Chat History: Storage Is Cheap, Retrieval and Injection Are Where the Value Lives
What happened
独立开发者做的开源工具 claude-mem 在 GitHub 上拿了 9.4 万颗星，比所有拿了风投的团队加起来都多。它的逻辑很简单：把本地 coding agent 的会话记录抓下来，下次开新会话时把相关的上下文塞回去。这篇文章梳理了一个被反复验证过的模式：Gong 把销售通话变成可检索的文本，做到年收入 3 亿美元；Glean 把公司散落的资料聚...
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- Computing Life · Share · YagePickAI Chat History: Storage Is Cheap, Retrieval and Injection Are Where the Value Lives
An indie dev's claude-mem captures local agent session logs and injects them into new sessions, hitting 94K GitHub stars—more than all VC-backed teams combined. The article maps a proven pattern: Gong, Glean, and GitHub all turned naturally occurring data into retrievable, workflow-injectable assets. But Claude Code silently deletes local logs after 30 days, erasing dense reasoning traces. The open-source response is dead simple: plain-text BM25 search builds an index in 29 seconds with 24ms query latency, beating complex vector pipelines. The post does not disclose any commercial revenue for claude-mem.
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