Articles
The thinking behind H.U.N.I.E.
Essays on cognitive memory infrastructure — what it is, why it matters, and how to design agents that depend on it. Start with the pillar definition, then go deeper.
Comparison
Memory vs Vector Databases: The Category Distinction
Vector databases retrieve. Memory reasons. The difference is architectural, not marginal.
Foundation
Confidence-Aware Memory: Knowing What You Know
The most honest thing an intelligent system can say is 'I don't know.' Architectural prerequisite for saying it.
Architecture
Self-Correcting Memory: Why Storage Isn't Enough
Storage accumulates. Memory improves. The distinction determines whether your agent gets more reliable over time or just larger.
Thesis
Hallucination Is a Memory Problem
Fabrication is what happens when a model has no way to know what it does not know. Fixing it is an architectural job, not a training one.
Guide
How to Design Stateful AI Agents
Five design principles for the transition from stateless tools to stateful infrastructure.