This podcast episode delves into John's journey in trading, illuminating the evolution from manual to automated systems while underscoring the critical need for meticulous control, risk management, and the pursuit of small trading edges. Through anecdotes like the malfunctioning stop-loss order, he illustrates the vital lessons learned and shares insights about leveraging machine learning to optimize decision-making, ultimately reinforcing the idea that traders should focus on identifying and refining their unique advantages in the market.