Beyond Flat RAG: How EigenFlame's Layered Memory Changes Local LLMs Flat RAG fails when context windows fill up. Here is a look at EigenFlame, a new memory architecture that compresses conversations into beliefs and identities. By Anwar Sheikh, Co-Founder of OutGrow. Published March 18, 2026. Tags: AI, Local LLMs, Memory Architecture, EigenFlame, RAG, Automation. Read the full article at https://www.letsoutgrow.com/blog/eigenflame-layered-memory-architecture-local-llms.