EDUCATION & TRAINING
GLIA — A holographic memory for AI agents that isn't a graph and isn't RAG
Dev.to Machine Learning
About This Tutorial
Every AI coding agent I've used (Cline, Claude, Cursor, etc) has the same problem: it forgets everything between sessions. You fix a complex race condition on Monday, and on Tuesday the agent suggests the same broken pattern again. RAG (Retrieval-Augmented Generation) is the standard fix. You chunk files, embed them, and search by similarity. It works for direct questions. But it fails at associative reasoning. It can't connect "rate limiting fails open" with "shared Redis connection pool" if those concepts never appear in the same text chunk.