AI Backtesting Mistakes: Why You Should Try to Kill Your Strategy First
Let's be honest. The moment your backtest turns green, you start tweaking it. A slightly tighter stop here, a different RSI period there, maybe a time filter to cut out the losers.
That instinct isn't laziness. It's human. It's also how traders talk themselves into edges that were never real.
We get why this happens. AI makes optimizing dangerously easy. Ask Claude to test a thousand parameter combinations on your NQ strategy and it'll hand you results in minutes, not weeks.
The problem isn't the speed. The problem is what optimizing does to your judgment the second something "works."
Why Does AI Make Overfitting So Easy?
Here's the trap. With enough parameters and enough combinations, random noise starts to look like an edge. Test 700 variations of anything and a handful will look incredible, purely by chance.
That's not an edge. That's math doing what math does when you give it enough tries.
We ran into this ourselves. In one sweep across our futures strategy research on NQ, E...
The Daily Trading Routine of a Disciplined Trader
Most traders spend hours studying setups, indicators, and strategies. Almost none of them have a repeatable daily routine. That gap is where discipline breaks down - not during the trade, but before and after it.
A trading routine is not a productivity hack. It is the structure that keeps your decision-making consistent when the market is trying to pull you off your plan. Here is a complete pre-market, in-session, and post-session routine you can adapt to your own schedule and trading style.
Pre-Market: Set the Day Before It Starts
Your pre-market routine should take 15 to 30 minutes. The goal is simple: know what the market is doing before you place a single order. Skip this and you are reacting to price instead of trading a plan.
Start with the economic calendar. Check for scheduled events like CPI, FOMC, NFP, or GDP releases. If a high-impact event is on the calendar, decide in advance whether you will trade through it or sit it out. This decision should be made before the sessi...