Insights
Research notes for better questions.
Plain-English technical notes on data, testing, trading-system architecture, and AI-assisted research. Educational material only; no signal service and no performance promotion.
Data & methodology
Why tick data changes what an MT5 backtest can tell you
Real ticks, generated ticks, spread behaviour, and the conclusions each test mode can reasonably support.
↗Quantitative research
A practical validation framework for trading systems
A staged framework for moving from a falsifiable hypothesis to robustness testing and a documented research decision.
↗RESEARCH CONTEXT
Notes explain the method, not future returns.
Research notes describe concepts and working practices. They are not personalised advice, investment research, or a representation that any system will be profitable.
Read the risk disclosure