Tuesday, June 24, 2025

Reverse Engineering: Understanding the ‘Why’ to Achieve Trading Consistency

Reverse Engineering: Understanding the ‘Why’ to Achieve Trading Consistency

Wisdom from Marios Stamatoudis

Last week’s stack revolved around three ‘golden’ rules:

  1. Always sell some into strength.

  2. You can’t outsmart the 10- and 20-day moving averages.

  3. If your stop is hit, just sell.

And I closed with:

“Even though I was already familiar with [Jeff Sun’s] content, putting this stack together taught me (again) that there’s a world of difference between consuming and studying content.

“I certainly have a new appreciation for the nuances of profit-taking. Balancing the need to stay in big winners while not giving back too much unrealised profit is something I need to improve as a trader.

“Deepening my understanding of a system such as Jeff’s — not just the how, but the why — will only help with that.”

Why did I say that?


Because I’ve definitely been guilty of selling full positions too early.

Why? Due to a combination of:

  • Insufficient trust in the moving averages

  • Not fully understanding the benefits of selling partials

In fact, my notes on Qullamaggie’s Chat With Traders interview, written in July 2023 (1½ months after starting this Substack), demonstrate this lack of understanding — or, as I like to think of it now, document my growth as a trader since then.

It’s not that I said anything technically incorrect.

But read it back through today’s lens, and it becomes obvious how I had no in-depth understanding of Kristjan’s sell rules.

I wasn’t digging deep enough into why selling partials while trailing the rest was so important.

Being told about the ‘why’ wasn’t enough for things to really click.

Likewise, just reading the tweet by Jeff that was the main inspiration for last week wasn’t enough for the ‘why’ to truly sink in.

In fact, a reader left a comment making a similar remark: they’d actually bookmarked that tweet, and yet…

This resonates.

Admittedly, my problem was profit-taking rather than stop losses, but no matter your challenge, it takes practical experience, combined with studying both the ‘how’ and the ‘why’, for an effective system to truly click.

Even then, you’ll keep on learning and, where necessary, tweak your system.

But where does this type of thinking fit into the bigger picture?


Marios Stamatoudis offers some big-picture wisdom.

Lots of gems to choose from, but let’s use this tweet as a starting point.

I like how Marios clearly outlines what you must deeply, truly accept:

  • Big moves take many days or weeks (if not longer!) to unfold.

  • You have no way of knowing a stock’s potential.

He therefore doesn’t monitor each individual candlestick — because this only adds pressure, making you more prone to emotional decisions.

In Marios’s words:

“It was a commitment to simplicity and respecting the market’s randomness by making it an ally of mine.

“I threw the ball to the market and the stocks to show me if they are worth it, rather than deciding for myself.”

He settled on a method popular among great traders:

  1. Reward yourself for your efforts: sell into strength.

  2. Protect your downside: move your stop to breakeven.

  3. Let randomness work for you: trail the moving averages.

You also want to put yourself in a position where, as Marios says, asymmetry is more likely to emerge:

“The characteristics present themselves in the same way, year after year after year. […]

“It’s like the price foretells the story of probable events.”

Image
Source: @stamatoudism on 𝕏

What about consistency?

‘Consistency’ is a term you hear a lot in trading.

For that matter, you hear it in lots of high-performance fields. An outlier is great, but of limited value if you can’t repeat the performance. How can you consistently perform well? How can you continually improve?

Ultimately, outputs are outside our control.

But inputs aren’t.

Consistent inputs may not guarantee consistent outputs, but are a prerequisite for achieving consistency.

For a writer, that might mean writing a weekly newsletter, for example. Or spending at least two uninterrupted hours a day writing. Or writing at least 1,000 words a day.

For traders, it’s having a defined process/system and consistently following it.

The more consistent your efforts (in terms of both focus and showing up), and the longer your time horizon, the better your outputs.

The time horizon aspect is key — particularly in trading. To quote Marios:

“Consistency is not just about having only positive monthly gains and triple digit years.

“Consistency, for me, is receiving feedback around the average of your established goals and continuing to operate in the same way to create a pattern of similar feedback in the long run.”

How long is “the long run”?

Jeff offers some perspective:

“Don’t fixate on the performance of your last 10 trades, the performance this week or this month — focus on the performance of your last 500 trades. Embrace the big picture, the law of large numbers, and a long-term perspective in trading.”

Coming back to Marios, he outlined three elements required for consistency in trading — all of which require significant time and effort.

Paraphrased, these are:

  1. An efficient and complete system

  2. Complete trust in each component within that system

  3. Full understanding (and acceptance) of your system’s expectancy

(Marios’s tweet explains the challenge of each for traders.)

You need each element to become proficient at handling uncomfortable (but normal) aspects of swing trading like:

  • Being in a drawdown most of the time

  • Facing more bad than good days

  • Consecutive losing streaks

And we haven’t even touched on the discomfort of trying to follow rules like trailing MAs, only to give back much of our profits — potentially for many trades in a row!

Remember: these types of rules only work over large enough numbers, and both successful and unsuccessful trades will be ‘batched’.


How can you trust such rules if you can’t see their effectiveness most of the time?

Marios gives us the answer: reverse engineering.

And in a different tweet:

“Trading efficiency is often just a few adjustments away.

“These adjustments typically arise from spontaneous ideas that come after deep reflection and long-term obsession with the markets. […]

“Most of us, when starting out, only know how to operate systems handed to us by others. But the true differentiator of successful traders is this:

“An Operator sees complexity, while a Mechanical Engineer understands the system inside out and can optimize and refine the trading engine for success.”

One challenge, as Marios points out, is a lack of time (particularly as a part-time trader).

I’d add a second problem: many people have trained themselves to go for easy rewards — like scrolling social media — when they’re bored (something I’ve previously discussed).

If you put yourself in a position where you literally can’t focus your mind on the same problem for even half an hour, you severely limit the quality and depth of your thinking.

And distraction is the enemy to depth.

But if you can get comfortable with being alone with your thoughts, you’ll think more clearly. In turn, that enables you to solve more complex problems and to innovate.

You can come up with the refinements that can give you that vital breakthrough.

Whether in trading or elsewhere.


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Reflection

Marios’s tweets always make me reflect on trading.

(And occasionally on life, too.)

As we near the end of the year, and I near the end of my employment and the start of something new, this seemed like a good time for a stack like this: a combination of self-reflection and some content inspired by Marios.

Many of today’s topics I’ve discussed previously on The Trading Resource Hub — sell rules, reverse engineering, consistency, processes, and more.

But when I read back my old posts, it’s obvious how my understanding has deepened with time, practice and reflection. Part of this growth comes from more trading experience.

Another part comes from my approach to this Substack.

Last week, I was asked (again) about my writing process. And yes, I’ll write an article about it (not on this Substack) when I’m able. If you have questions for me, please leave a comment or hit reply, and I’ll address them in this future article.

But to keep it short today…

For my day job and client work, I take an extremely structured approach. Ditto for a chunk of my stacks.

Other stacks, like this one, I write as I think. It makes for a time-consuming process that requires way more editing than my norm. The punishment for not building my ‘skeleton’ first.

But this reflective approach allows me to think more deeply, and make connections or notice details I’d have otherwise missed. It’s become a crucial part of my studies. And I’m a better trader and, I hope, thinker for it.

‘Study, write, publish’ remains my favourite triad. I encourage everyone to try it.

And if you want me to review your published writing and give feedback, shoot me a message.

Have a wonderful Christmas!

Kyna

"How can I achieve consistency in my trading?" | 2023 Champion | Marios Stamatoudis


2023 US Investing Championship - Top Performer | Sharing ideas, charts, and the philosophy behind trading | Official Profile - Blue Check

 "How can I achieve consistency in my trading?"

This is the question I got from my last free call out of the 50, yesterday. Here is my answer : The term "consistency" has been used so often that, due to overuse, we sometimes forget what it truly means. Consistency is not just about having only positive monthly gains and triple digit years. Consistencyfor me is, receiving feedback around the average of your established goals and continuing to operate in the same way to create a pattern of similar feedback in the long run. To achieve consistency, you need 3 things: 1. A Complete and Efficient Foundation 2. Proof that enables you to trust the system and build rules around it 3. A clear understanding of what is normal to expect, so you can follow those rules. A solid foundation, clear rules, and not deviating from them—this is what drives consistency So, why is it so hard to reach consistency in trading? The answer is that each of these three elements requires a tremendous amount of effort compared to other fields. Fitness: 1.Complete and efficient workout and diet systems are easily accessible. 2. You have proof all around you even from your close circle that these systems work, and you can build rules based on them. 3.Everything is quantifiable. You know for examplethat 3,500 calories equals one pound of fat. You know what to expect and the timelines. Feedback is generally positive as long as you follow the rules. It's easy to obey the rules you've set and maintain the right mindset. Trading: 1. It’s far from easy to find a complete and efficient foundation. Sometimes when starting out people don’t even know what parts are needed for a complete foundation. And even if it is complete it does not mean that it is efficient. 2. Proof? Everything seems chaotic. The people who succeed are a small fraction of participants, and that doesn’t inspire immediate trust. A trading system has so many components that it takes enormous effort to gradually eliminate doubts and answer all the "whys" from the ground up. This makes it hard to create a solid rule set to complement the entire foundation. 3. Even if you have a foundation and a set of rules, many don't know what to expect, what the foundation's capacity is, or what feedback is normal and what isn’t. Small negative feedback, which could be fully normal based on the foundation can lead to constantly breaking the very rules you’ve set. To achieve consistency in trading, 1. You need a complete and efficient system. 2. You must eliminate all doubts about each part of the system with actual proof, so you can fully trust it and set the rules you need to follow. 3. You need to develop an understanding of what I often refer to as the "expectancy of outcomes," so you know the capacities of your system and what's normal feedback and what is not. This is the only way to ensure you respect those rules and trade near the mean of your optimal mindset. Following these three steps can lead you to your goals. Will it require time and effort? Yes... it may feel like blood, sweat, and tears. But at least now you know what consistency really means and what it takes to achieve it. The rewards that come after struggle are always greater!