Real Use Case

Use Case #19: Gemini to Claude Handoff

Using Gemini for UI generation, then Claude for integration and refinement.

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William Welsh

Author

Jan 2, 2026
6 min read

Use Case #19: Gemini to Claude Handoff

Different AI models have different strengths. I use them together.

The Division of Labor

Gemini 2.5 Pro - Excellent at generating complete UI components from descriptions. Give it a design concept, get a full React component with Tailwind styling.

Claude Code - Excellent at integration, debugging, and making things actually work. Takes generated code and wires it into real systems.

The Workflow

Step 1: Generate with Gemini - Prompt: "Create a modern dashboard component with sidebar navigation, header with user menu, and main content area. React + Tailwind + Framer Motion."

Output: 400 lines of beautiful, well-structured UI code.

Step 2: Handoff to Claude - Prompt: "Here's UI code from Gemini. Integrate it into our Next.js app. Wire up the navigation, connect to our auth system, add the real data fetching."

Claude handles the integration: adjusts imports, connects to existing state management, adds error boundaries, fixes TypeScript issues, tests the integration.

Why This Works

Gemini's UI generation is fast and visually consistent. But it generates in isolation - no knowledge of your codebase.

Claude understands your codebase. It knows where things go, how they connect, what patterns you use.

Together: fast generation + smart integration.

Example Project

The BizBrain OS marketing site. Gemini generated the hero section, feature cards, and pricing table. Claude integrated them, added animations, connected the CTA buttons, and fixed SSR issues.

Generation: 15 minutes. Integration: 30 minutes. Total: 45 minutes for a complete landing page.

The Pattern

Use the right model for each task. Generation models for generation. Integration models for integration. Don't force one to do everything.


This workflow evolved over dozens of projects in late 2025.

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William Welsh

Building AI-powered systems and sharing what I learn along the way. Founder at Tech Integration Labs.

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