AI Assistant state management
Posted: Wed Jul 09, 2025 6:57 am
Testing granular permission states in our CMS seemed impossible to document clearly. One team member built a working simulation that let us experience how complex permission hierarchies would actually feel to users. We discovered UX issues that would have been invisible in written specs—this was functional exploration of complex product concepts, not just interface mockups.
Scrollmaps
How do you validate whether a complex analytics visualization will actually be useful to designers? We needed to test scrollmaps— a visual, page-by-page view of how far visitors scroll with heat-style gradients and dynamic overlays.
We built a working prototype that let us whatsapp number list experience the actual interaction patterns, test the visual clarity of different gradient approaches, and validate whether the persistent scroll ruler would feel helpful or intrusive. This helped us dial in the interactions and experience of such a visual feature before committing to the full implementation.
Scrollmaps
How do you validate whether a complex analytics visualization will actually be useful to designers? We needed to test scrollmaps— a visual, page-by-page view of how far visitors scroll with heat-style gradients and dynamic overlays.
We built a working prototype that let us whatsapp number list experience the actual interaction patterns, test the visual clarity of different gradient approaches, and validate whether the persistent scroll ruler would feel helpful or intrusive. This helped us dial in the interactions and experience of such a visual feature before committing to the full implementation.