Personal trading concepts, risk management notes, psychology insights, and lessons I want to remember.
It took me years to stop trying to predict the market. Day trading doesn't work like investing — and that's why 99% lose. There is no magic in charts. No prophecy. Only behavior, risk, and execution.
April 2026 · 8 min read
Why adding more indicators, rules, and filters often creates fragility instead of clarity — and how simplicity leads to consistency.
April 2026 · 6 min read
Why small sample sizes deceive us, how luck dominates short-term results, and why the best trading strategies protect against bad luck while staying ready for good fortune.
March 2026 · 10 min read
The math of prop firm challenges vs trading your own account. Understanding how to convert capital into multiple trading opportunities with distributed risk.
March 2026 · 6 min read
Learn the essential mathematics behind profitable trading: Expectancy, Kelly Criterion, Losing Streak Survivability, and Risk of Ruin.
March 2026 · 8 min read
Use our interactive calculators and simulators to apply these concepts.
Explore Tools