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 traditional ML
  • The Library of Ruin: Indexing 10K+ DeFi hacks
  • How OKE enables search without decryption
  • Sub-100ms similarity search at scale
  • CVEMemory benchmarks: 3.96x better than Snyk

🔬 Technical Deep Dives

  • HCI architecture and performance
  • Bytecode similarity with J-HCI
  • Centroid-based indexing explained
  • CPU-only vs GPU vector search
  • Building production episodic memory

💼 Use Cases

  • Blockchain security monitoring
  • Vulnerability variant detection
  • SOC automation with memory
  • Encrypted enterprise search
  • Autonomous vehicle memory systems

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