Enterprise-Grade Autonomous Marketing & ROI Growth Mesh
AI Superjack Agentic OS by Stefanos Cunning is a distributed, microservice-based AI operating system designed to orchestrate frontier models (Gemini 1.5/3 Pro, GPT-4o/5.2) into coordinated marketing "swarms." Built for 2026 growth standards, it leverages LangGraph for stateful orchestration, FastAPI for high-throughput async processing, and Docker for containerized scalability.
The system operates as a High-Concurrency Agentic Mesh, ensuring total separation of concerns and high availability.
- ⚡ The Nginx Gateway: The bouncer of the mesh. Handles routing, rate limiting (10r/s), and secure transparent handoffs to internal services.
- 🧠 The Central Orchestrator: The "Brain" of the OS. Uses a compiled LangGraph engine to dynamically discover agents and route tasks based on "Capability Intelligence."
- 🤖 Specialized Agent Workers:
- Researcher (Gemini 3 Pro): High-context data ingestion and real-time marketing trend analysis.
- Strategist (GPT-5.2/4o): Advanced reasoning node that synthesizes research into board-ready ROI roadmaps.
- 💾 Distributed Memory: Powered by Redis Stack (Semantic Cache) and MongoDB (Persistence) to ensure the hive mind never forgets a winning strategy.
| Layer | Technology | Standard |
|---|---|---|
| Runtime | Python 3.14 | Zero-Overhead Exceptions |
| Orchestration | LangGraph + LangChain v0.4 | Stateful Workflows |
| Containerization | Docker Desktop + WSL2 | Multi-Stage Build Pipeline |
| Inference | OpenAI Flagship + Google Vertex | Multi-Model Redundancy |
| Networking | Nginx Proxy + HTTPX | Async Non-Blocking Mesh |
Populate your .env.local at the root with your mission-critical API keys.
OPENAI_API_KEY=sk-proj-xxxx
GEMINI_API_KEY=xxxx
PYTHONUNBUFFERED=1