Tag: Memory
All the articles with the tag "Memory".
The AI Memory Funnel: Triaging and Crystallizing Agent Context
Updated: at 06:00 AMAI memory isn't just dumping logs into a vector DB. It's a lifecycle. We built a three-tier funnel in membox—Trace to Unit to Crystal—that automatically decays noise, consolidates facts, and crystallizes high-frequency context without ever explicitly deleting anything.
Building a Local-First Memory Layer for AI Agents
Updated: at 08:00 AMA local-first memory layer for AI agents: SQLite WAL for durable triples plus an in-memory graph for retrieval. No server, no vector store, no graph database.