Membrain - Design Observability
Find, fix, and prevent design drift in your prod frontend.
# Design AssistantWhat is Membrain - Design Observability?
Design systems don’t fail in Figma - they drift in production. membrain scans any URL, analyzes foundations and components, and uses AI to surface design drift and prioritization insights. No GitHub access or setup needed. First launch so feedback welcome!
Problem
Users struggle to track design drift in production between Figma designs and live codebases, leading to inconsistent UI/UX and manual quality assurance processes.
Solution
A design observability tool that automatically scans URLs, uses AI to analyze design foundations and components, and prioritizes actionable insights to fix discrepancies without requiring GitHub access or setup.
Customers
Frontend developers, product managers, and design system teams at tech companies who prioritize UI consistency and aim to reduce manual design QA efforts.
Unique Features
Browser-based scanning (no code integration required), AI-driven drift detection, and real-time prioritization of design system issues.
User Comments
Simplifies design QA for production apps
AI prioritization reduces noise
Seamless setup without engineering dependencies
Critical for scaling design systems
Lacks component version tracking
Traction
Newly launched on ProductHunt (Oct 2023), early-stage traction with design-first companies, founder active on X with 1.2K+ followers (as of knowledge cutoff).
Market Size
Global design system software market projected to reach $1.2 billion by 2026 (MarketsandMarkets).
