Post

Static parameters die in shifting regimes When you hardcode your API logic, you're implicitly assuming the market stays the same. It doesn't. Adapting to volatility isn't a luxury, it's a necessity for survival. If you're running a mean reversion strategy and the market suddenly enters a trend, your static stop losses will get eaten alive. You need to treat volatility as a state variable, not a constant. Navigating the "Chop" Zone Low volatility is deceptive. The noise-to-signal ratio spikes, causing your stop losses to get hit by random jitter rather than directional moves. The fix isn't just widening stops; it's...