Immutability is great, but Snapshots do most of what a beginner is looking for and leaves the rest alone ...

Caveman token compression earns an independent JetBrains benchmark: the free Claude Code skill saves 8.5% of output tokens on real agentic tasks — not the advertised 65%, which was measured on chat.