Production-ready autotrading with 10-source signal aggregation, Chain of Responsibility gate validation, HMM regime detection, and Kelly criterion position sizing. Built for Bybit Futures with 15 verified symbols.
Every trading cycle runs in 1 second with parallel execution and intelligent gate validation
10-source parallel aggregation with weighted consensus scoring
6+ ordered gates with pass/block/wait responses and priority routing
Kelly criterion sizing, correlation checks, drawdown protection
Parallel order placement via Bybit API with retry logic and fee awareness
Trailing stops, partial closes at 1R/2R/3R, DCA triggers
Time-weighted exit pressure with regime-adaptive TP/SL targets
Every component is battle-tested with real Bybit Futures trading across 15 verified symbols
RSI, MACD, Bollinger Bands, ADX, Volume, Price Action, ML Regime, Order Flow, CVD, and Liquidity Sweep signals combined with weighted consensus
Chain of Responsibility pattern with Volatility, MTF Confluence, Orderbook Imbalance, ML Regime, Fee-Aware, and Stop Hunt Protection gates
Ultra-fast execution engine with parallel signal generation, CompletableFuture pipelines, and 300s timeout protection
Hidden Markov Model regime change alerts fed every 30s, with adaptive TP/SL per regime across 8 market regime types
35% fractional Kelly position sizing with spread-adjusted sizing, minimum $75 USDT positions, and BTC/ETH $150 minimums
3-loss consecutive limit with 60-minute cooldown, daily loss limits, drawdown protection, and self-improvement learning system
5-15 second noise filtering gate that validates signal persistence before execution, reducing false entries
Requires 1.5x average volume for entry with liquidity tier awareness, ensuring trades execute in active markets
Dynamic exit urgency that increases as position ages — 30 minute optimal holding, 180 minute maximum with adaptive pressure scaling
Machine learning-based exit optimization with ensemble models predicting optimal close points for maximum P&L
Higher timeframe trend confirmation — blocks signals below 0.6 confluence, boosts signals above 0.8 for high-quality entries
Portfolio correlation risk guard blocking positions with >0.7 correlation, preventing concentrated exposure across correlated assets
TradeGateChainServicePre-trade validation with ordered gates
PositionLifecycleServicePosition event notifications
ExecutionStrategyRouterDynamic execution strategy selection
SignalAggregationServiceSignal creation from 10 sources
CircuitBreakerServiceAPI fault tolerance with 3-loss limit
AutoTradingEngineSingle trading engine orchestrator
“Built from 0 to 1,252 services with production-grade autotrading on Bybit. The gate chain pattern ensures only high-quality signals execute.”
“The 10-source signal aggregation with 75% confidence threshold filters noise effectively. ML regime detection adapts strategy in real-time.”
“Circuit breaker protection and Kelly criterion sizing provide institutional-grade risk management. 3:1 R:R configuration with 1.5% SL / 4.5% TP.”
From read-only observation to fully automated institutional execution — choose the level that fits your trading style.