Blog

Insights on episodic memory, security, and building systems that remember

Coming Soon

We're working on our first blog posts. Check back soon!

📝 Planned Topics

  • Why episodic memory beats stateless systems
  • How SAO captures outcomes for better decisions
  • How OKE enables search without decryption
  • Sub-100ms similarity search at scale
  • Building memory-first infrastructure

🔬 Technical Deep Dives

  • HCI architecture and performance
  • Centroid-based indexing explained
  • CPU-only vs GPU vector search
  • VACA shard design
  • Building production episodic memory

💼 Core Modules

  • HCI for fast recall
  • SAO for outcome learning
  • OKE for encrypted similarity
  • VACA for shard memory
  • AgentInterfaceModule for operations

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