Core Engine
RecipientOFQuotes
The heart of our trading platform. Real-time quote collection, technical analysis, RL inference, and order execution.
RecipientOFQuotes
Collects real-time market quotes via WebSocket from Binance, Bybit, and StonFi.
Calculates technical indicators (RSI, MACD, Bollinger Bands, ATR) in zero-copy pipelines.
Runs RL models to generate forecasts and executes trades using Kelly Criterion position sizing.
All without human intervention.
Go 1.23+
WebSocket
Kelly Criterion
RL Inference
Real-time
Analytics
RecipientOFQuotes-Worker
Off-chain optimization and analytics. Genetic algorithms, strategy A/B testing, and model training.
Worker
Runs genetic algorithm optimization to continuously tune strategy parameters. A/B testing of
competing strategies in production shadow mode. Meta Learning and Transfer Learning cycles
to adapt models across market regimes. All analytics stored in ClickHouse for historical analysis.
Genetic Algorithm
A/B Testing
Meta Learning
ClickHouse
Prediction
Gorgonia Service
Neural network price prediction. Go-native deep learning without Python bridges.
Gorgonia Neural Service
Neural network price prediction service built on the Gorgonia library. Model versioning with
ClickHouse-backed storage. REST and WebSocket APIs for inference. GPU-aware memory management
for batch prediction. Models are versioned, monitored, and automatically rolled back on degradation.
Gorgonia
Deep Learning
REST API
WebSocket
GPU
Simulation
StonFi Emulator
Safe strategy validation. Full TON blockchain simulation without mainnet risk.
StonFi Emulator
A full-featured, mathematically accurate emulator of the StonFi DEX on the TON blockchain.
Used by agents and researchers for safe strategy testing before production deployment.
Simulates order book dynamics, slippage, fee structures, and network latency.
Every strategy passes through the emulator before touching real capital.
TON
StonFi
DEX Simulation
Strategy Validation