SparklingAI
What Is SparklingAI? An AI Trading Agent Research Stack
A high-level explanation of the SparklingAI stack: market data, alpha research, execution policy, hard risk, evaluation, and the future AI agent/API layer.
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AI trading agent research, starting with XAUUSD
Evidence-driven notes on walk-forward testing, backtesting, execution layers, risk controls, and the development path toward SparklingAI as a broader market intelligence system.
walk forward testing
Walk-Forward Testing for AI Trading Strategies
A practical explanation of walk-forward testing, fold planning, and why out-of-sample validation matters for AI trading research.
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XAUUSD Backtesting Case Study: 4-Fold Walk-Forward Rerun
A public XAUUSD walk-forward research case study showing the latest 4-fold rerun without exposing proprietary alpha logic.
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