AI Agent Memory in 2026: Auto Dream, Context Files, and What Actually Works

Claude Code's Auto Dream consolidates agent memory like REM sleep. ETH Zurich found context files hurt more than they help. The agent memory problem is 2026's unsolved infrastructure challenge.