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I Tried to Build an Alexa with Real Memory — Here's What I Learned After 3 Months of Failure.

Community description: A story about LangGraph, memory architecture, and why I stopped fighting LLMs and made the system...

Dev.to | Mar 5, 2026 | vivek

Automated excerpt

And more importantly — what even IS memory for a personal AI? They just store everything — every message, every session — and call it memory. Latency is a real problem in memory systems.

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