Tag: claude
December2025
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DEC 02
AutoMem Hit State-of-the-Art on LoCoMo (And We Simplified the API While We Were At It)
We hit 90.53% on the LoCoMo benchmark—state-of-the-art for conversational memory. The secret? Entity-to-entity expansion for multi-hop reasoning. Plus we simplified the MCP API while we were at it.
October2025
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OCT 22
We Made AutoMem Work With Voice AI (And It’s Pretty Cool)
We built an SSE sidecar that lets AutoMem work with ChatGPT, Claude mobile, and ElevenLabs voice agents. 322 lines of Node.js. Voice AI with persistent memory. Running on Railway for $5/month. It's actually pretty cool.