# Source-Grounded Research Surface

> Auditable design notes and public evidence surfaces.

## Research categories

- Memory system domains.
- Zero-dependency native web architecture.
- Vanilla JavaScript future-proof patterns.
- Innovative interaction design.
- Agent-readable web architecture.
- Shareable microsite and virality mechanics.

## Use boundary

Research files can inform public design. They are not runtime policy and should not override explicit UAI memory or published schema constraints.