Trading Bot Playbooks

A structured approach to safely validate your trading bot before going live. Day-by-day tasks, metrics to track, and go/no-go decision framework.

Build EAs that meet strict prop firm rules: hard drawdown limits, daily loss caps, and trading hour restrictions. Pass challenges without blowing accounts.

Transition from discretionary trading to systematic execution. Set up alerts, partial automation, and maintain control while reducing emotional decisions.

Most backtests lie. Learn to create reliable tests with quality data, realistic settings, and out-of-sample validation that predict real performance.

Run multiple bots on one account safely. Portfolio allocation, risk budgeting, magic numbers, and avoiding compounded exposure.

Set up reliable 24/7 infrastructure. Server requirements, auto-recovery, uptime monitoring, and alerts for when things go wrong.

Protect your EA from high-impact news events. Time-based blackouts, spread filters, and position management during volatility.

Learn parameter optimization that produces real results. Walk-forward analysis, Monte Carlo validation, and avoiding curve-fitting.

Transition safely from demo to live trading. Phased scaling, capital guidelines, and managing the psychological shift.

Master position sizing, drawdown limits, and risk per trade. The foundation that keeps you in the game long enough to profit.

Choose the right broker for automated trading. Execution quality, regulation, EA compatibility, and avoiding red flags.

Fix OrderSend errors, invalid stops, and requotes. Debugging techniques and troubleshooting workflows.

Build grid EAs that survive volatile markets. Maximum position limits, equity protection, and trend filters to avoid blowups.

Trade the right sessions for your strategy. London open breakouts, Asian ranging, and timezone management.

Ride trends with systematic entries and trailing stops. Moving averages, ADX filters, and letting winners run.

Trade price extremes back to equilibrium. Bollinger Bands, RSI, and market regime detection.

Lock in profits and manage winning trades. ATR-based trailing, breakeven triggers, and hybrid approaches.

Track, analyze, and improve your bots. Daily metrics, weekly reviews, and spotting red flags early.