The RegressionBandTouch entry logic identifies moments when price has extended to the outer edge of its linear regression channel and conditions suggest a return toward the mean. This article explains how regression bands differ from standard volatility channels, what makes this entry type select its setups, and the market conditions where it performs best.
A squeeze breakout entry triggers when a period of unusually low volatility gives way to a directional expansion. This article explains what constitutes a price squeeze, how the SqueezeBreakout entry logic identifies setups, which market conditions suit it, and where the approach breaks down.
A failed breakout occurs when price breaches a significant level — support, resistance, or a range boundary — and then immediately reverses. This article explains the mechanics of failed breakout trading, the structural reason reversals can be sharp and sustained, and how darwintIQ's FailedBreakout entry logic fits within the platform's evolving model population.