Built for Performance.

A modern, scalable architecture designed for secure, air-gapped environments.

Core Engine

High-performance Python 3.10+ asynchronous core.

  • Python Asyncio
  • Django 4.2 API
  • Celery Task Queue
  • Redis Caching

AI Orchestration

Multi-agent system powered by state-of-the-art LLMs.

  • LangChain Integration
  • Vector Embeddings
  • Context-Aware Memory
  • Self-Reflection Loop

Dashboard

Real-time mission control center built with modern web tech.

  • Next.js 14 (React)
  • Tailwind CSS
  • WebSocket Updates
  • framer-motion

Security Architecture

Air-Gapped Ready

The entire model weights and logic can be deployed offline. No data ever leaves your VPC or on-premise server.

Zero-Trust Data

All scan data is encrypted at rest (AES-256) and in transit (TLS 1.3). Role-based access control (RBAC) ensures strict data governance.


+-----------------+       +-----------------+       +-----------------+
|   Next.js UI    | <---> |   Django API    | <---> |  Redis / Celery |
+-----------------+       +-----------------+       +-----------------+
                                   |                         |
                                   v                         v
                          +-----------------+       +-----------------+
                          |  Orchestrator   | ----> |  AI Agent Swarm |
                          +-----------------+       +-----------------+
                                                           |
                                                           v
                                                    +-----------------+
                                                    | Target Network  |
                                                    +-----------------+