Designing Oversight Interfaces for AI Agents

How to design for the conditions that make control meaningful?
Claude To Figma

Turning production code into editable Figma designs
What are Claude’s skills?

A skill teaches Claude how to do something once. Then, Claude then applies that knowledge automatically whenever it’s relevant.
Anthropic courses

Learn more in-depth about AI Fluency, API development, Model Context Protocol and Claude Code.
When the Interface Loses Its Human and Risks of Agent-First Design

learn more about Agency, Delegation, and the Structural Risks of Agent Design
Orchestration Is Not Oversight: The Authority Illusion in Agent UI

Users moved from doing tasks to supervising the systems that do them…
Playground

Creative AI canvas combining image generation with powerful, intuitive editing tools.
Simplified

All-in-one platform for graphic design, video editing, and AI-driven copywriting.
Uizard

Transform sketches and text into editable UI designs and interactive prototypes instantly.
Ideogram

State-of-the-art AI for generating stunning images with precise, high-fidelity text.