JinTeam
Real-time AI Auditing for the Modern Web.
Core trick
Sends captured screen frames and page code to Gemini vision, which scores six audit pillars and returns fixes for WCAG and security issues.
Description
Real-time AI Auditing for the Modern Web.
Sentinel UX is an autonomous design partner that watches your screen as you build, instantly flagging accessibility, security, and performance issues before they reach production.
The Problem
Manual audits are slow, expensive, and reactive. Developers often ship code with WCAG violations or security vulnerabilities because they lack real-time feedback during the creative process.
The Solution
A live, multimodal auditor powered by Gemini 3 Flash. It analyzes visual state and code context simultaneously, providing a 6-pillar diagnostic score and actionable fixes in seconds.
Tech Stack
Intelligence
Gemini 3 Flash + LangChain
Voice Synthesis
ElevenLabs API
Frontend
React + Tailwind + Framer
Data Viz
Recharts
Backend
Express + Resend + Supabase
Deployment
Vercel Edge Functions
System Architecture & Flow
1. Capture
Supabase Edge Proxy + HTML Stream
2. Analyze
gemini-3-flash-preview
3. Diagnose
6-Pillar Audit Scoring
4. Alert
ElevenLabs Voice Feedback
5. Report
Resend Stakeholder Email
Key Innovation Pillars
Live Vision Audit
Real-time screen capture analysis using Gemini-3-Flash-Preview.
Mobile Screenshot Support
Upload mobile screenshots for instant accessibility and UX analysis.
Multimodal Consultation
Ask design questions via voice or text while Gemini analyzes your live screen.
Interactive Feedback Loop
Select specific audit findings to challenge or discuss with Gemini in real-time.
6-Axis Diagnostics
Quantified scores for WCAG, Security, UX, Mobile, Spam, and Perf.
Voice Feedback
Natural language audio alerts via ElevenLabs for hands-free auditing.
Automated Reporting
Instant PDF-style email summaries sent to stakeholders via Resend.
Context Awareness
Combines visual screenshots with raw HTML source fetched via Supabase Edge Proxy.
Accessibility First
Built-in WCAG 2.1 compliance checking as a core engine feature.
Cloud Persistence
Secure audit history and user profiles powered by Supabase and Vercel.
Market Impact
Democratizing Web Quality.
By providing enterprise-grade auditing tools for free to every developer, we can ensure the next generation of the web is more accessible, secure, and user-friendly by de
README excerpt
Sentinel UX Pitch https://sentinel-ux-776255448338.us-west1.run.app/ Team Jitender Thakur The Vision Real-time AI Auditing for the Modern Web. Sentinel UX is an autonomous design partner that watches your screen as you build, instantly flagging accessibility, security, and performance issues before they reach production. The Problem Manual audits are slow, expensive, and reactive. Developers often ship code with WCAG violations or security vulnerabilities because they lack real-time feedback during the creative process. The Solution A live, multimodal auditor powered by Gemini 3 Flash. It analyzes visual state and code context simultaneously, providing a 6-pillar diagnostic score and actionable fixes in seconds. Tech Stack Intelligence Gemini 3 Flash + LangChain Voice Synthesis ElevenLabs API Frontend React + Tailwind + Framer Data Viz Recharts Backend Express + Resend System Architecture & Flow Capture Live Screen & HTML Stream Analyze gemini-3-flash-preview Diagnose 6-Pillar Audit Scoring Alert ElevenLabs Voice Feedback Report Resend Stakeholder Email Key Innovation Pillars Live Vision Audit Real-time screen capture analysis using Gemini-3-Flash-Preview. Mobile Screenshot Support Upload mobile screenshots for instant accessibility and UX analysis. Multimodal Consultation Ask design questions via voice or text while Gemini analyzes your live screen. Interactive Feedback Loop Select specific audit findings to challenge or discuss with Gemini in real-time. 6-Axis Dia