For now, I’m intentionally keeping UltraContext as unopinionated as possible, since every application has different constraints and failure modes.

The goal is to focus on the core building blocks that enable more sophisticated use cases. Compression, compaction, and offloading strategies should be straightforward to build on top of UC rather than baked in at the core layer.