The hardest part of trading isn't picking coins. It's the entry and the exit.

That's the part this is built for. Everything else is you learning to leave it alone.

What the system is actually solving

Most people can find a coin that moves. Watch any scanner for ten minutes and you'll see several.

Where it goes wrong is the two moments around the trade:

• The entry. You see the coin after it's already run, you feel the move getting away, and you buy the top of it. Then it dips and you're underwater on a coin that was fine.
• The exit. It's up 40% and you hold for more, because selling means admitting that's all you got. Or it's down 30% and you don't cut it, because cutting makes the loss real.

Both are emotional problems, not analytical ones. Neither is fixed by finding better coins.

The bot doesn't feel either. It refuses to buy near the high on principle, and it exits at a number decided before the position existed. That's the whole product.

Start smaller than feels worth it

Set your size to something that would be genuinely boring to lose. Your first stretch of trades isn't for making money — it's for finding out how the system behaves, how often greenlights actually trigger, and how it feels to watch a position you can't interfere with.

People who start big learn the same lessons, just expensively, and usually quit before the lesson lands.

Let the thesis play out

When you greenlight a coin, you're making a small bet: this thing has enough life in it to dip and recover. Give that bet the time to be right or wrong.

The temptation is to close a position manually because it's moving against you, or because it's been quiet, or because you saw something else you'd rather be in. Every time you do that, you replace a tested rule with a guess made under pressure — and you lose the ability to tell whether the strategy works, because you keep interrupting it.

If you're going to override the system, do it because you have a reason you could write down. Not because you're watching.

Trust the process, and check it

Trust here doesn't mean faith. It means: run it as designed for long enough to get real data, then judge it on that data.

The journal records every greenlight — whether it entered, what it did, what it cost. After a stack of trades you can answer the questions that matter. How many greenlights actually triggered? When they did, did they win? Are the losses the size you expected, or bigger?

That's how you improve: change one thing, get another stack, compare. Not by reacting to the last trade.