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π‘οΈ CodeSentry Frontend β AI Security Copilot
AMD Developer Hackathon 2026 β Track 1: AI Agents & Agentic Workflows
CodeSentry is an enterprise-grade AI security intelligence platform. Built for the modern agentic workflow, it orchestrates multiple specialized AI agents to scan, analyze, and remediate security threats in real-time.
β‘ Why CodeSentry?
In an era of AI-generated code, vulnerabilities move faster than human reviewers. CodeSentry provides:
- Agentic Intelligence: Not just a static scanner. Three specialized agents (Security, Performance, Fix) reason over your code like a senior security team.
- Cinematic Experience: A futuristic SOC-style dashboard designed for high-stakes security monitoring.
- AMD MI300X Live Metrics: Real-time hardware telemetry (GPU Util, VRAM, Temp, Power, Bandwidth) streamed directly to the dashboard.
- CUDA β ROCm Migration Advisor: Scans code for CUDA-specific patterns and provides actionable ROCm migration guidance with an AMD Compatibility Score.
- Privacy-First: Optimized for the AMD ecosystem, ensuring high-performance local inference. Your proprietary code never leaves your network.
- Instant Remediation: Don't just find bugsβfix them. Get PR-ready patches in seconds.
β¨ Demo Flow
- Clone this repo
- Run
npm install && npm run dev - Open
http://localhost:5173 - Click "Launch Security Scan" β demo runs in mock mode with no backend needed. You will see simulated AMD metrics and migration findings!
ποΈ Architecture
Frontend (Vite + React) Backend (FastAPI + Python)
ββββββββββββββββββββββ ββββββββββββββββββββββββββββ
β Landing Page β β POST /api/scan β
β Analysis View ββββΌβSSEβββ GET /api/scan/stream β
β Report Page β β β
ββββββββββββββββββββββ β Security Agent β
β Performance Agent β
β AMD Migration Advisor β
β Fix Agent β
β AMD Metrics Collector β
ββββββββββββββββββββββββββββ
π€ AI Agents & Tools
| Component | Responsibilities | Output |
|---|---|---|
| Security Agent | SQL injection, hardcoded secrets, unsafe eval, pickle deserialization, weak hashing | CWE-mapped findings with severity |
| Performance Agent | N+1 queries, memory leaks, GPU inefficiencies, FP32 waste | Optimization suggestions |
| Fix Agent | Generates before/after patches for all fixable findings | Downloadable diffs |
| AMD Migration Advisor | Detects CUDA APIs (nvidia-smi, cudnn, etc) | Compatibility score + ROCm fixes |
| AMD Metrics Collector | Polls rocm-smi every 2s for hardware stats |
Real-time GPU telemetry |
π Quick Start
Frontend Only (Mock Mode β demo-safe)
npm install
npm run dev
# Open http://localhost:5173
# VITE_MOCK_MODE=true by default
Full Stack (Frontend + Backend)
# Terminal 1 β Frontend
npm install && npm run dev
# Terminal 2 β Backend
cd backend
pip install -r requirements.txt
uvicorn main:app --reload --port 8000
# Then set in .env:
# VITE_MOCK_MODE=false
π§ Environment Variables
| Variable | Default | Description |
|---|---|---|
VITE_MOCK_MODE |
true |
Use mock data (no backend needed) |
VITE_API_URL |
http://localhost:8000 |
Backend API URL |
π Privacy-First Design
- Zero data retention β no code stored after session
- Local inference β all analysis on-device via vLLM
- No external API calls β code never leaves your machine
- Session data wiped on completion
- Cryptographic Audit β signed ZDR certificates generated
π¨ Tech Stack
| Layer | Technology |
|---|---|
| Frontend | Vite + React 18 |
| Styling | Vanilla CSS with custom design system (index.css) |
| Charts | Chart.js + react-chartjs-2 |
| Fonts | Syne (headings) + JetBrains Mono (code) |
| Streaming | Server-Sent Events (SSE) |
π Project Structure
codesentry-frontend/
βββ src/
β βββ components/
β β βββ LandingPage.jsx # Hero + inputs
β β βββ AnalysisView.jsx # Live analysis split-panel
β β βββ ReportView.jsx # Full report + exports
β β βββ AgentCard.jsx # Agent status card
β β βββ FindingCard.jsx # Expandable finding
β β βββ SeverityBadge.jsx # Severity indicator
β β βββ SeverityChart.jsx # Donut chart
β β βββ PrivacyCertificate.jsx
β β βββ AMDMetricsCard.jsx # Live GPU telemetry card
β β βββ AMDMigrationPanel.jsx # ROCm compatibility report
β β βββ ParticleBackground.jsx
β βββ context/
β β βββ ScanContext.jsx # Global state + SSE reducers
β βββ services/
β β βββ scanService.js # SSE client
β β βββ mockService.js # Mock replay engine (simulates AMD data)
β βββ index.css # Cyberpunk design system
βββ public/
β βββ mock_analysis.json # Demo data payload
β βββ background.png # Cyberpunk UI background
βββ .env # Environment config