How it works
Four stages, one coherent event flow. Each component is a standalone service that communicates over a secure WebSocket gateway.
Everything you need
Event-Driven Core
Market signals flow from triggers through the WebSocket gateway to trading groups in real time. No message queue required — FastAPI handles routing in-process.
Multi-Agent Discussion
Each trading group assembles a team of AI agents — analyst, strategist, risk manager — that debate every signal before the group leader makes a decision.
Pluggable Triggers
Copy the analyzer template, replace the data source, and your custom trigger (news, RSI, social sentiment) connects to the same gateway with zero backend changes.
Exchange Execution
Binance and OANDA adapters execute decisions. Simulated → Sandbox → Live rollout gives you full confidence before touching real capital.
Experience System
Every closed trade is analyzed by an LLM extraction pipeline and stored as a searchable lesson. Future discussions retrieve relevant past experiences automatically.
Secure by Design
Single-session token enforcement, role-scoped WebSocket permissions, startup secret guards, and security headers ship out of the box.
Ready to deploy?
One Docker Compose command. Your own infrastructure. Full control.