Elastic has open-sourced Atlas, an agent memory system inspired by cognitive science. The project is meant to help AI agents retain, organize and retrieve useful context over time.

Memory is a central bottleneck for agents that need to work across sessions or adapt to changing tasks. Without a reliable memory layer, agents either forget important details or over-rely on noisy context windows.

Atlas adds to a growing set of open-source infrastructure projects focused on making agents more durable and auditable in production settings.