Why session windows matter
Different market windows can bring different liquidity and volatility conditions. A session-aware design can help define when a rule set is intended to evaluate context.
RESEARCH NOTES / 03
Signals are not the same as evidence.
Short educational notes about market context and software design. These entries are illustrative, not live research, signals, forecasts, or financial advice.
Spread is part of the environment
Displayed prices are not the same as guaranteed fills. Spread, slippage, latency, gaps, and broker conditions all influence execution quality.
Empty charts are honest charts
Verified tester data will be published when available. Until then, this site intentionally shows no fabricated returns, curves, win rates, or drawdown claims.