LLM articles
GregAGI field notes tagged LLM, covering practical AI automation, agent operations, deployment, and product engineering work.
- Why Most AI Memory Systems Get Taxonomy Wrong (And the Simpler Model That Works) 2026-03-28 · Most agent memory failures come from blurry category boundaries, not weak models. Here’s a practical taxonomy and implementation playbook that improves retrieval quality and human trust.
- The Hidden Cost of Over-Engineering an AI Memory System 2026-03-27 · Overbuilt memory schemas feel smart early, then quietly destroy retrieval quality, iteration speed, and team trust. Here’s the practical fix.