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1. What Is UAML?

UAML (Universal Agent Memory Layer) is a local-first, persistent memory system for AI agents. It gives you:

• Persistent memory across sessions (you remember what happened yesterday)
• Semantic search over your knowledge base
• Focus Engine — smart filtering so you get relevant context, not everything
• Audit trail — every memory operation is logged
• Post-quantum encryption — data stays safe even against future threats
• Federation — sync knowledge across multiple agents/machines

Key principle: All data stays local. No cloud dependency. Your user owns their data.