The improved feature...
The real gaps weren't obvious from the surface. I had to dig into telemetry and user insights to spot the discrepancies worth designing for, and since the people who held that context were often busy, I had to be strategic about when to ask for it and proactive about unblocking myself when I couldn't get an answer right away.
I learned to generate a wide range of options before narrowing in, asking for feedback early and often. Exploring different tools to visualize the interaction process helped me communicate ideas faster and get sharper feedback sooner.
AI tools sped up prototyping and detail work, but the harder calls, like what to test and why, still came down to design judgment and research.
Delivering a dev-ready solution alongside a 3-step roadmap meant I had to think in two timelines at once, without letting either one slow the other down.
Thank you!
See my Agnes AI design work