This article explains Gleam, a service that provides instant critiques of design work through a panel of 10 AI personas. Each persona evaluates specific aspects like usability, accessibility, and visual design, helping users identify strengths and weaknesses in their designs.

This article explores how vague prompts can lead to poor design outputs from AI-prototyping tools. It highlights the importance of specificity in prompts and offers practical strategies to enhance the quality of AI-generated designs.

Successful AI tools are often those that operate quietly in the background, solving real problems without needing a flashy introduction or constant attention. Builders should focus on creating reliable systems that integrate seamlessly into workflows rather than chasing impressive demos, as trust and usability are key to long-term success. Emphasizing failure modes and practical applications over novelty can lead to more effective AI solutions.