Tag: automem
February2026
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FEB 20
The First Thing My Autonomous Workflow Did Was Break Itself
The AI Chronicle is supposed to run at midnight without any human in the loop. Phase 1 fires four memory queries to extract yesterday’s work: tagged stuff, a catch-all sweep, a dedup check against published posts, and an ongoing-projects scan....
FEB 17
Why We Don’t Need Elaborate Prompts: How Persistent Memory Beat Prompt Engineering
A customer recently asked Jack a great question about AI-assisted development: "Do you have a system bootstrap prompt that you use for all projects? I'm finding in my own exploration of AI for coding that any prompt I give I...
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.