The 3 Levels of AI Design (Most People Stop at Level 1)
🔗 Link do vídeo: https://www.youtube.com/watch?v=5lycYTOYbPM
🆔 ID do vídeo: 5lycYTOYbPM
📅 Publicado em: 2026-05-24T14:50:08Z
📺 Canal: AI LABS
⏱️ Duração (ISO): PT11M7S
⏱️ Duração formatada: 00:11:07
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AI design from Claude is everywhere, but our AI design workflow shows why most outputs still scream AI-generated. This AI design process covers three levels, from a single page to a full AI design system, plus how we test AI web design and design with AI on every project.
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Video Code: V61
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Vizzly: https://github.com/vizzly-testing/cli
Web Design Guidelines Skill: https://github.com/vercel-labs/agent-skills/tree/main/skills/web-design-guidelines
We break the full pipeline into three levels that take you from one-shot landing pages to programmatically tested interfaces. If you have been frustrated with claude ai website design that looks fine on the surface and falls apart the moment you leave the landing page, this is the system we now use on every real build.
Level one is the foundation of ai web design at the single-page level. We walk through why Opus 4.7's design has improved a lot but still converges to one recognizable default style, and exactly how to structure your prompt to escape it. That means specifying intent and non-negotiables, defining your color system in OKLCH instead of RGB or HSL for better perceptual lightness and smoother gradients, controlling contrast flows so the model builds real visual hierarchy, banning AI-slop fonts like Inter and Geist, choosing between symmetry and asymmetry based on whether you are shipping a B2B dashboard or a creative portfolio, and explicitly listing anti-patterns like the centered CTA with three feature cards, Lucide icons, and glassmorphism with frosted backgrounds. This is the part of claude ai design that most tutorials skip, and it is the entire reason most outputs read as vibe code instead of intentional work.
Level two is where website design ai breaks down for almost everyone. The landing page looks fine, but the dashboard, auth pages, and internal screens drift into a completely different visual language. We fix this with two files: a lean claude.md that only holds project context, and a separate design.md that carries the full visual system, color tokens in OKLCH, typography stack, layout rhythm, and anti-patterns. We use Google's open-sourced design.md template along with their cross-verification commands to refine the file over time, and we run Vercel Lab's open-source design audit skill against the output because it points to an externally maintained source of design principles instead of hardcoding rules that go stale. This is what turns a single ai design tool prompt into a proper ai system design that actually holds across a real product.
Level three is where claude ai web design becomes testable. We treat design the way engineers treat code, writing tests before implementation so the agent has something to satisfy instead of optimizing toward code that is already in its context. Every anti-pattern in design.md becomes a programmatic check. We cover static tests that catch the obvious slop, visual regression that uses Playwright underneath, and Vizzly Test, a CLI that runs local TDD for UI with proper diffs and metadata so you can see exactly which pixels changed instead of squinting at two screenshots side by side. Each rejected diff becomes feedback the agent uses on the next pass, and the design converges to what you actually want rather than what the agent thinks you want.
This is the full workflow we use on every real project now, and it works whether you are doing web design with ai inside Claude Code, Cursor, or any other agent. Whether you came from Figma mockups, Google Stitch outputs, or an ai website builder, the same principles apply the moment you move into ai ui design at production scale. The prompts and the claude.md and design.md files we use in this video are available inside AI Labs Pro, linked below, along with every prompt and template we build for the channel. If you want the full claude design tutorial pipeline that turns design ai into something you can actually ship, that is where it lives.
00:00 Intro
00:37 Level 1
03:34 Level 2
06:25 Sponsor
07:31 Level 3
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#ai #claudecode #claudedesign #figma #cursor #claudedesigntutorial #googlestitch #aiwebsitebuilder #vibecode #aidesign