Persistent cross-session memory for AI tools, CLI workflows, and reusable scripts across Codex and Claude-style sessions.
Workflow replaced: Fresh-start tool usage where the system forgets prior patterns and operator preferences each session.
Why it matters: Tool memory is where AI products start feeling less stateless and more like real operating systems.