Episode Details

Claude’s new “Dreaming” feature for Managed Agents feels like an interesting shift in how AI may evolve. Instead of starting from zero every session, these agents can review past interactions during idle time, organize memories, identify recurring mistakes, and gradually adapt to users and teams over time.

It’s still an early-stage feature aimed mainly at developers and enterprise systems, but the idea itself is fascinating: AI not just responding, but slowly building long-term context and habits through experience.

What stood out to me most is that this changes the feeling of AI from being a simple one-time tool into something closer to a long-term collaborator — something that can gradually learn the tone, preferences, and workflow of the people around it.

A few years ago this would have sounded completely like science fiction. Now it’s quietly becoming part of real products and infrastructure.