April 30, 2026WanderCode TeamAI8 min read
Start from the job, not the model
The best AI features begin with a clear job the user is trying to finish. We map that job first, then ask where intelligence removes friction. The model is a tool in service of the outcome, never the headline.

Design for the wrong answer
AI will be confidently wrong sometimes. Good UX assumes it. We give users fast ways to correct, undo, and verify so a bad suggestion is a minor speed bump rather than a trust-breaking event.
Latency is a feature
Streaming responses, optimistic states, and graceful fallbacks make AI feel responsive even when the model is thinking. Perceived speed shapes whether people keep the feature on.
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