A few days ago, the documentation for Claude Code AutoDream circulated — Anthropic's new feature that consolidates Claude's automatic memory across sessions. The technical community received it as an innovation. I read it with a different feeling: validation . Not because AutoDream is minor — it's a major step toward making AI agents maintain long-term coherence — but because a few months ago, Claude and I co-designed an equivalent system (and in some respects a more structured one) for the BlazOrbit project . A note on origins: It wasn't just me drawing the memory architecture on paper and imposing it on the agent. It was Claude herself who, in an early session, proposed an incremental work system when I asked her to design a protocol for long development sessions. Her first version was fragmented: tasks/ , notes/ , ideas/ directories, scattered state files. I made her rethink it. I asked for something simpler — a single living document that would act as a continuous session.…