Visual Iteration
AI-powered visual iteration
Generate multiple design variants in seconds, apply review feedback instantly, and track every iteration with visual diffs. Design faster than ever.
Works with your existing Claude Code and Codex subscription or API key
The Problem
Design iteration is slow and manual
Exploring design alternatives and incorporating feedback requires redoing work in design tools -- each cycle takes hours instead of minutes.
- Creating layout variants means duplicating artboards and editing each manually
- Applying review feedback requires reopening the design tool and making changes
- No structured way to compare iterations side by side
- Design history is lost -- you can't see what changed between versions
How It Works
Iterate at the speed of conversation
Generate variants
Ask your agent to create three layout approaches for any screen. It generates each as a separate mockup so you can compare instantly.
Apply feedback
Paste design review notes and your agent applies the changes immediately. 'Make the CTA more prominent' becomes a new version in seconds.
Track changes
Nimbalyst's diff view shows exactly what changed between design iterations so you never lose track of decisions.
The Difference
Design exploration at AI speed
Without Nimbalyst
- ✕ Spend an hour creating one layout variant in Figma
- ✕ Apply feedback by reopening the file and manually editing
- ✕ Compare versions by toggling between artboards
- ✕ Forget why a design decision was made three iterations ago
With Nimbalyst
- ✓ Generate multiple variants from a single prompt in seconds
- ✓ Apply feedback conversationally -- changes render instantly
- ✓ Visual diffs show exactly what changed between iterations
- ✓ Full history of every iteration and the reasoning behind it
Powered By
Nimbalyst features behind this workflow
Mockup Editor
AI-generated HTML mockups with live rendering and instant iteration.
Git & Version Control
Visual diffs between design iterations.
Session Management
Full history of every design iteration and conversation.
Agent Integration
Conversational design iteration powered by Claude Code and Codex.
Nimbalyst is the open-source visual workspace for building with Codex, Claude Code, and more
Works with your existing Claude Code and Codex subscription or API key