Agent Memory Can’t Rely on Storage Alone: How Claude Dreaming Uses 4 Layers of Memory to Correct Errors, Organize, and Build a Knowledge Base Between Sessions
Author’s note: This article breaks down the Claude Dreaming mechanism disclosed on Anthropic’s engineering blog. It covers the 4-layer memory structure, the CL-Bench and Wiki experiment data, an error-correction case study, and the engineering risks. It also explains how developers can borrow the “organize memory between sessions” idea to build their own agent memory system. … Read more