Building Memory for AI That Actually Works
typescript
dev.to
Every AI system in production today forgets everything the moment a session ends. This creates a fundamental constraint: no AI can pursue goals across time, learn from mistakes, or operate autonomously when it starts from zero every interaction. That constraint forced us to build H.U.N.I.E. — a persistent memory engine that gives AI agents actual memory between sessions, confidence awareness in their outputs, and a governance layer that prevents contradictory information from corrupting the kno