Aspen Analytics
Something has changed in how the trades happen. I can’t point to the moment it started. I don’t think there was one.
For years the work looked one way. Every trade was a decision I made in real time. I saw the conditions, I integrated them, I chose to act or not to act, and I lived with the outcome. That’s what most people think trading is. The trader as the one deciding, every time, with the full weight of the choice sitting on their shoulders at each entry and each exit. I did it that way for a long time. It’s the only way I knew how.
The trades still happen now, most days. But the person taking them is different. Or maybe more accurately, the doing of them has moved somewhere else. My hand is still on the keyboard. My eyes are still on the screen. But the deliberation that used to precede every action — the interior negotiation, the moment of committing — has receded. Something else is running underneath, and I am, increasingly, following it.
I want to be honest about what this is and what it isn’t. It isn’t automation. It isn’t the elimination of judgment. It isn’t — not yet, and maybe not ever, for me — the full transition that some traders describe when they talk about becoming machines. It’s something in between. Something I’m still inside of.
The years of doing it the old way have a specific texture I can only see clearly in retrospect.
Every trade was a moment of self-authored choice. I looked at the conditions, I ran the read, I decided. Even when the read was clean, the deciding was mine. Even when the setup was obvious, the act of committing sat on me. And there is a cost to being the one who decides that most trading writing never quite captures.
The cost is that the trader who is deciding is also the trader who is available to second-guess. If the trade is yours, at the moment of entry, the trade going against you is also yours. Every tick that moves the wrong direction lands on you personally. Every squiggle offers a fresh chance to reconsider. Every moment of uncertainty invites the interior voice that says maybe you were wrong.
That voice is not always wrong. Sometimes the trade really is bad and the voice is warning you. But most of the time — and I mean most, honestly, across thousands of trades — the voice is not information. It is the cost of the practice being structured so that every decision runs through your conscious layer in real time. Human beings are not machines. When we are made responsible for every moment of a live decision, we pay a specific price for that responsibility. The price shows up as early exits, missed extensions, and the particular pattern of buying winners smaller than losers because the felt weight of a working position invites the impulse to lock in what’s been earned.
I paid that price for a very long time. Most traders do. Most never stop paying it, because there is no obvious alternative when the whole practice is built around you being the one who decides.
What has shifted, over the past few months, is that the deciding itself has begun to migrate.
Not out of my life. Into the structure of the practice. What used to be a live evaluation is now, mostly, a two-step qualification that happens before I ever engage tactically. The first step is a structural read of where the market sits within its own reference frame. Either the environment supports action in a given direction, or it doesn’t. When it doesn’t, the tactical evaluation never runs. When it does, the second step arrives — a setup either appears or it doesn’t. And if it appears, then and only then does the conscious work of the day begin.
That two-step architecture used to be work I did in real time, with the setup in front of me, weighing whether the environment supported taking it. Now the architecture runs first, and the setup is what’s produced after both filters have already passed. I am not evaluating whether to consider a trade. I am evaluating what to do with a trade that has already passed the earlier gates without my conscious involvement.
The consequence, from inside, is quiet. When a setup arrives, it arrives already qualified at the structural layer. My work is not to decide whether to look at it. My work is to check what remains.
What remains is where the discretion still lives, and I want to be exact about it because this is the honest part of the essay.
The final check, before I act, is a three-input alignment. Three independent reads of what the market is actually doing at the moment of the setup — separate from the structural qualification that produced it, and separate from each other. When those three inputs point the same direction, the trade happens. When they don’t, it doesn’t. That check is not automatic. It is conscious, deliberate, and mine.
But the character of that check is different from what deliberation used to look like. It is not a rolling evaluation that runs across the life of the position. It is a single moment. Either the inputs align at entry or they don’t. If they do, I act, and then the position is managed by the exit strategy that came with the setup. If they don’t align, I pass, and the setup goes away without further internal argument.
That collapse — from continuous deliberation to a single alignment check — is what has actually changed. I still decide. I decide once, at a specific moment, based on a specific set of criteria, and then the work of holding, adjusting, and exiting has largely moved out of my conscious layer.
The final check is also where my current work is. For the past several weeks, I have been logging every setup — taken or refused — with the specific readings that supported or refuted the decision. Not to build a system. To measure honestly which of the three inputs is doing the actual work, and which might be carrying weight it hasn’t earned. I do not yet know the answer. That is why I am measuring. If one of the three turns out to be redundant, the check tightens. If all three matter, the check stays as it is. Either way, what emerges is a clearer picture of where the discretion still legitimately operates, and where I have been giving weight to something that doesn’t need it.
That work is ongoing. I am inside it. This essay is being written from a place that is not the arrived form, but is not the old form either.
I’ve been reading a writer named Simon Russo who describes the more complete version of this transition. His account of it is beautiful and it has done work in me that I didn’t know I needed done. If you have not read him, do. His central observation — that knowing and doing are countries that do not share borders — has been the frame I keep returning to, and it is closer to the truth of this work than most trading writing I have encountered.
I am not where he is. I do not know if I will ever be. What he describes as the near-total delegation of judgment to a mechanical structure is beyond what I have built and possibly beyond what I need to build. My practice will probably always retain the final alignment check. Some part of me will always be the one who verifies that the setup is real before committing capital to it. That is not a limitation I am trying to eliminate. It may be, for me, the appropriate location for judgment to live.
But what Russo has helped me see — and what I want to name honestly here — is that judgment does not have to live everywhere in the trade. It can be installed at a specific decision point, refined through measurement, and then trusted to do its work without being constantly re-evaluated. That is the migration. Not the elimination of the trader. The subtraction of the trader from most of the moments where the practice used to require him.
What I have learned, from inside this transition, is that the mature form of a practice is not the arrival at automation. It is the honest identification of where judgment still operates and the deliberate work of sharpening it. Everything else can move into structure. Everything else can be trusted to run without you.
Where the discretion remains — that is where the practice actually lives. That is where the work continues. And it is smaller than I thought it would be, and larger than it appears from the outside, and quieter than the interior noise of the old form used to make it seem.
The trades still happen. Most days I take at least one. I am still in the chair. But the deciding, mostly, has moved. And what I am doing now is the honest work of understanding what remains, and what I need to do with it.
That, I think, is what follows knowing. Not doing, exactly. Something in between. The specific state of a practice organizing itself around what actually matters, with the practitioner still present but progressively subtracted from most of the moments where he used to be everything.
Reflections from a long career in trading.
Aspen Trading Group is a registered Commodity Trading Advisor (NFA #0576114). Nothing published here constitutes trading advice.
