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Quantitative Research & Strategy Deep Dives

Mako Research & Strategy Articles

Deep dives into prop-firm survival engineering, smart money execution mechanics, and multi-symbol volatility architectures. Click any article to read the full breakdown.

Risk Management6 min read

How to Protect Prop Firm Accounts from the 5% Max Daily Loss Rule

Why 85% of failed FTMO, FundedNext, and Apex challenges happen due to overnight equity reset calculation discrepancies β€” and how an automated emergency liquidator prevents violation.

Oct 28, 2026Read Full Article
Order Flow7 min read

Decoding Institutional Order Flow: Cumulative Delta vs. Price Divergence

Learn how tick aggression and volume absorption pinpoint when smart money is absorbing retail stop runs at previous session highs and lows.

Oct 25, 2026Read Full Article
Price Action & SMC6 min read

Mechanics of the ICT Silver Bullet Model: AM vs. PM Windows

A quantitative breakdown of the 10:00 to 11:00 AM EST Fair Value Gap liquidity sweep strategy and why consequent encroachment (50% CE) delivers optimal risk-to-reward.

Oct 22, 2026Read Full Article
Quantitative Strategy8 min read

Algorithmic Portfolio Construction: Running Multiple Correlated EAs

How pairing mean-reverting night scalpers with high-momentum opening breakout algorithms smooths your equity curve across choppy market regimes.

Oct 18, 2026Read Full Article
Industry Analysis5 min read

Why Does MQL5 Market Charge $30 Minimum For Basic Indicators?

Uncovering the structural economics of the MQL5 Market floor price and how the modern all-access subscription model solves developer and trader friction.

Oct 28, 2026Read Full Article
MT5 Diagnostics4 min read

How to Fix MetaTrader 5 Error 4014 (ERR_FUNCTION_NOT_ALLOWED) and WebRequest Issues

Step-by-step diagnostic fix for MetaTrader 5 error 4014 and 4060 when Expert Advisors fail to verify licenses or communicate with remote APIs.

Oct 27, 2026Read Full Article
Risk Management6 min read

Gold (XAUUSD) Lot Sizing Explained: Pips, Points, and Contract Sizes in MT5

Why beginner traders blow accounts trading Gold and how to accurately calculate contract units, pip values, and maximum risk on XAUUSD in MetaTrader 5.

Oct 26, 2026Read Full Article
Price Action & SMC7 min read

Fair Value Gap (FVG) Trading in MT5: Consequent Encroachment and True Invalidation

How institutional algorithms deliver price through 3-candle imbalances and the mathematical criteria for valid FVG mitigation versus complete structure failure.

Oct 24, 2026Read Full Article
Trading Mindset6 min read

Overcoming Trader Tilt and Revenge Trading: The Amygdala Hijack in Drawdown

The neuroscience behind why losing trades trigger aggressive oversize positions and how systematic software circuit breakers preserve trader capital.

Oct 23, 2026Read Full Article
Prop Firm Analysis8 min read

Apex Trader Funding vs. FTMO: Intraday Trailing Equity vs. Balance Drawdown

A side-by-side mathematical breakdown of how Apex's tick-by-tick trailing drawdown works compared to FTMO's static midnight balance reset.

Oct 21, 2026Read Full Article
Quantitative Strategy7 min read

How to Backtest MT5 Expert Advisors With 99.9% Real Tick Modeling Quality

Eliminate curve-fitting and unrealistic backtest curves. How to use MT5 Strategy Tester with real tick data, variable spread, and execution delay simulation.

Oct 20, 2026Read Full Article
Architecture & Code6 min read

MQL5 vs. Python for Algorithmic Trading: Speed, Execution, and API Integration

Comparing native MQL5 compiled execution against external Python MT5 sockets for high-frequency scalping, machine learning, and institutional risk management.

Oct 19, 2026Read Full Article