Jan 9, 2026•6 min read
Agentic AI scaling requires new memory architecture.
Agentic AI represents a fundamental shift from stateless chatbots toward long-running, goal-driven systems capable of reasoning, planning, using tools, and retaining memory across sessions. As these systems grow more capable, they also expose a critical infrastructure bottleneck: memory .