January 15, 2026

Breaking through AI’s memory wall with token warehousing

a notepad, pen, camera and a cup of coffee on a wooden table
Kelly Sikkema / Unsplash

As agentic AI moves from experiments to real production workloads, a quiet but serious infrastructure problem is coming into focus: memory. Not compute. Not models. Memory.Under the hood, today’s GPUs simply don’t have enough space to hold the Key-Va...