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Guides for glass-box quant research

English-first landing pages for SEO and GEO. Every page ends in a live product path — demo, forge, pipeline, or free signup.

• Honest backtesting, not pretty curves
  Run look-ahead-free gold and FX backtests with transparent costs. In-sample pretty is not deployable until validation passes.
  /learn/honest-backtest
• Gold strategy research that stays honest
  Research XAUUSD strategies with walk-forward, DSR/PBO gates, and export to your own MT5 account.
  /learn/gold-trading-strategy-research
• Catch overfitting before you deploy
  Walk-forward, Monte Carlo order luck, DSR and CSCV-PBO style checks productized as a fixed pipeline.
  /learn/overfitting-detection
• System Forge: design, then prove
  Auto-design trading systems with multi-algorithm discovery. Only in-sample profitable candidates appear in results.
  /learn/strategy-forge
• Walk-forward as a product gate
  Productized walk-forward and anchored WF stages inside the EasyQuant robustness pipeline.
  /learn/walk-forward-analysis
• MT5 export without custody
  Export pure MQL or signal-bridge packages after validation. You keep account keys and run on your broker.
  /learn/mt5-ea-export
• Glass box, not black box AI signals
  A glass-box strategy operating system: evidence density over black-box signal marketing.
  /learn/glass-box-quant
• Deflated Sharpe & PBO, productized
  Use DSR and multi-strategy CSCV-style PBO summaries so the best of many trials is not naively trusted.
  /learn/deflated-sharpe-pbo
• Paper trading that still refuses bad risk
  Simulate strategies with daily loss, drawdown, and trade-count kill-switches before any live path.
  /learn/paper-trading-risk-gates
• Start free. Stay honest.
  Research tier $0: GA discovery, honest backtests, pipeline gates. 10 discoveries and 40 backtests per day.
  /learn/free-quant-research

Not investment advice. Best = provable.