Claude Code learns from mistakes across sessions

Anthropic's Auto Memory lets Claude Code update its own memory files continuously instead of relying on a static CLAUDE.md file. The author reports that Claude now recalls past learnings across sessions, reducing the need for manual edits. Third-party plugins further automate the setup, bringing the tool closer to operating independently.