technical

Designing a durable Forex trading bot is equal parts economics, statistics, market microstructure, and software engineering—and it fails if any one of those pillars is weak. “Durable” means the system remains profitable and controllable across regime shifts (risk-on/off, volatility spikes, liquidity droughts), survives realistic costs (spreads, swaps, slippage, last-look), and resists model drift and data pathologies. It also means decisions are explainable, risks are bounded, and operations are resilient to outages and bad ticks. This article extends the prior framework by shifting from “what to build” to “how it survives.” We’ll translate economic hypotheses into testable signals, enforce honest validation…