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Automated Trade Execution & Risk Management
n automated trade execution and risk management module built for a Python-based Telegram trading system.
The system monitors market signals, evaluates confidence levels, opens demo positions based on predefined trading rules, and automatically manages each position using Take Profit and Stop Loss levels.
The example shown demonstrates an automatically monitored BUY position successfully reaching its Take Profit target and being closed by the system with the final PnL recorded.
Key features:
Automated trade execution
BUY / SELL signal processing
Confidence-based entry rules
Automatic Take Profit & Stop Loss
Real-time position monitoring
Automatic position closing
PnL calculation and trade logging
Telegram notifications
PostgreSQL trade history
This module was developed as part of a larger automated market analysis and demo trading platform.
@Денис Нижегородов The confidence-based entry rules paired with automatic TP/SL management make sense for demo execution. How are position updates and PostgreSQL logs kept consistent if Telegram or the market feed drops?
Thanks for the question! The key principle is that PostgreSQL acts as the source of truth for trade state rather than Telegram. Trade execution and position updates are handled separately from the Telegram interface. Each position has a persistent state in PostgreSQL, including...
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