Engineering Blog

Engineering: CSS Grid vs Flex for Multiplexing

Architecting dynamic container queries to house identical inference lanes robustly.

The Fluid Array Challenge

A user might select one model, or they might multiplex six. Designing a dynamic viewport that maintains total legibility requires bypassing fixed grid templates.

We abandoned standard CSS Grid for flexible `flex-row` snapping schemas augmented with CSS `overflow-x-auto`. This allows the user to swipe horizontally through identically sized logical contexts rather than compressing font size below readable bounds on multi-lane activations.