AI System
Core AI architecture powering HedgeAI's intelligent security automation and code generation capabilities.
AI Model Stack
🧠 Claude 3.5 Sonnet
• Advanced reasoning
• Security expertise
• Code analysis
• Conversation handling
⚡ Qwen3-Coder
• Fast code generation
• Multi-language support
• Real-time responses
• Optimized inference
🔍 QwQ 32B
• Quick analysis
• Pattern recognition
• Vulnerability scanning
• Context understanding
AI Pipeline Architecture
Request Processing Flow
1
Input Analysis
User request is analyzed for intent, context, and security requirements
2
Model Selection
Optimal AI model chosen based on task complexity and response time requirements
3
Context Integration
Current code, conversation history, and security templates integrated into prompt
4
AI Processing
AI model generates security-focused code with real-time streaming
5
Output Validation
Generated code validated for security best practices and syntax correctness
AI Capabilities
🛡️ Security Focus
- • Vulnerability detection and prevention
- • Secure coding practices enforcement
- • Penetration testing script generation
- • Security audit automation
- • Compliance checking
⚙️ Technical Features
- • Multi-language code generation
- • Real-time streaming responses
- • Context-aware suggestions
- • Error detection and correction
- • Performance optimization