Design at the Speed of Adjectives — Paul Bakaus, Renaissance Geek, Inc.
Source
youtube.com
Author
AI Engineer
Date
Context
Impeccable gives people a more specific vocabulary for directing AI-generated interfaces. Its creator, Paul Bakaus, argues in this talk that useful design requires decisions about audience, context windowThe maximum amount of text a model can consider at once — its working memory for the current conversation or task.Full definition → and intended feeling throughout an iterative process. Commands such as bolder and quieter turn those directions into more detailed guidance for the coding AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition →.
The project documentation describes capturing product context and providing commands for focused design changes. The value is in making feedback actionable: a person can ask for a change in visual hierarchy or restraint while retaining responsibility for the direction, rather than repeatedly asking for a generally better-looking page.
Terms in this piece · Glossary
context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
agent skill — A reusable instruction file that teaches an agent how to do one job well — the procedure, the tools, and what counts as done.
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