Lead editor at AI Companion Picker. 200 days testing 15 AI companion platforms, every subscription paid out of pocket. I write about what's actually happening under the hood: memory architecture, retrieval, and why most consumer AI apps fail at long-term recall. Reach out if you're building in this space.