I just asked Claude to create a memory system for itself for one of my projects. It created a file based utility written in Rust on its own. I offered it to use beads but it declined as beads is a task tracker and what we needed was a spec tracker.
Long winded way to say that it’s now easier to just create something to fit your needs… like 3D printing components.
Claude Code already has a built-in task tracker for short/mid term tracking.