About This Architecture
AI-powered secure coding platform with multi-tier architecture combining prompt analysis, local LLM inference, and real-time safety checks. User requests flow through WAF and CDN to a web UI, then through Prompt Analyzer, Sensitivity Analysis Module, and Risk Scoring Engine before reaching the AI Code Generation Model with Ollama. Generated code passes through Code Safety Checker Module, Risk Report Generator, and Logging and Audit System, with all patterns stored in Vector Database and Audit Object Storage for compliance and feedback loops. This architecture demonstrates defense-in-depth for AI systems by isolating safety validation, enforcing authentication at the safety tier, and maintaining immutable audit trails. Fork and customize this diagram on Diagrams.so to adapt security controls, swap LLM providers, or extend the audit pipeline for your organization's governance requirements.