Claude

3D rendered digital brain representing AI agents dreaming and refining memory between sessions

How to Build Self-Improving AI Agents

Learn how to build self-improving AI agents using Claude’s dreaming and outcomes features, enhancing multi-session learning and adaptability in AI development.

August 29, 2026 13 min read