bitjaru
Teach AI coding assistants design judgment to fix generic, 'AI-slop' UI by providing a framework of 74 design rules.
At a Glance
- Frontend Developers
- Product Engineers
- AI-native Teams
- Solo Builders
AI Tools by bitjaru
(1)StyleSeed
Design Rules for AI Coding Agents
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Products & Services
A design engine for AI coding assistants (Claude Code, Cursor, Codex) that teaches design judgment through 74 rules covering color, spacing, hierarchy, elevation, and motion.
An AI context recovery tool that helps Claude 'remember' code and session state using semantic code search.
Market Position
Differentiates from standard component libraries by focusing on 'design judgment' and constraints for AI agents to prevent generic outputs.
Leadership
Founders
Sunwoo Kim
Fullstack engineer and CTO with 12 years of experience. Previously Software Engineer at eBay Korea (Smile Club) and Samsung Card. Co-founder of YayPlanet and CTO/Co-founder of YAYLABS.
Executive Team
Sunwoo Kim
Founder & CTO (bitjaru)
Fullstack engineer and product expert with 12 years of experience in shipping traffic-bearing products.
Founding Story
StyleSeed was started to solve the problem of generic and unpolished UI produced by AI coding assistants. By encoding design judgment into a machine-readable rule set, it allows agents like Claude and Cursor to build UIs that look professional rather than generated.
Business Model
Revenue Model
SaaS subscriptions with tiered pricing for StyleSeed product.
Pricing Tiers
1 project, Community support, Up to 1k MAU, Basic analytics
Unlimited projects, Priority support, Up to 100k MAU, Advanced analytics, Custom domains, Team seats
SSO + SAML, 99.99% uptime SLA, Dedicated CSM, Audit logs, Custom contracts
Target Markets
- Frontend Developers
- Product Engineers
- AI-native Teams
- Solo Builders
- Building professional UIs with AI coding assistants
- Fixing generic 'AI-slop' UI designs
- Enforcing consistent design systems in AI-generated code
- Maintaining context across AI coding sessions