Features
Multi-agent LLM orchestration for trading
Central supervisor agent for agent coordination
Dedicated agents for market analysis, risk, execution
Multi-agent debate and consensus mechanisms
Integration with LLMs (e.g., GPT-4, Claude)
Backtesting environment support
Modular agent architecture for customization
Research-grade experimental framework
Real-time market data processing capability
Portfolio management agent
Technical indicator agent
Dynamic agent spawning based on market conditions
Human-in-the-loop override option
Autonomous strategic report generation (Sakana Marlin)
Multi-agent LLM orchestration matching frontier models (Fugu Ultra)
Recursive Self-Improvement (RSI) Lab for autonomous AI research
Conductor system for natural language agent orchestration
Japan-based data residency and export control compliance
Finance multi-agent proposal generation with SMBC Group
AI-powered information analysis with DEEP DIVE
CoffeeBench benchmark for LLM agents in multi-agent economic environments
Autonomous model orchestration avoiding export control risks
Research-stage speech-to-speech AI with KAME architecture
