The Complexity Tax

— Why Every New Skill Costs More Than You ThinkBy El Coach Casey | Discovery Performance

When I started coaching basketball I had cones everywhere.

Not a few cones. A gang of them. Spread across the gym floor like I was setting up an obstacle course for people who had never seen a basketball before. On top of that — drills stacked on drills, a different program every week, and a session that tried to accomplish everything simultaneously.

I thought more meant better. I thought the complexity was proof that I knew what I was doing.

I was wrong about all of it.

What the Complexity Tax Actually Is

The complexity tax is the extra cost — in time, energy, and confusion — that you pay at the beginning of any new skill or endeavor.

It is not a punishment. It is not a sign that you are bad at the thing. It is the entry fee to the game. Every beginner pays it. The problem is that most people do not know they are paying it. They think the complexity is the point. They think doing more is working harder. They are not working harder. They are just paying more tax.

Here is what the tax looks like in real life.

You start something new. You consume every piece of information you can find. You try to implement all of it immediately. Your program grows. Your process grows. Your confusion grows. Your results do not grow at the same rate. And you interpret this as — I need to add more.

You do not need to add more. You need to accumulate enough reps to know what to cut.

It Does Not Transfer

Here is the part that really stings.

When I moved from basketball coaching into strength and conditioning I thought the lesson would carry over. I had already learned it. Less is more. Keep it simple. I knew this.

Wrong.

New discipline. Same tax. I started programming strength and conditioning with the same overcomplicated approach I had used on the basketball court. Exercises stacked on exercises. Periodization models I had read about but never actually applied. Complex protocols that looked sophisticated on paper and produced confusion in practice.

Full complexity tax. Paid again from zero.

And then nutrition.

I genuinely considered writing a 100-recipe IIFYM cookbook. If you were on social media during that particular era of fitness culture — you know exactly what I am talking about. Poptarts and donuts as pre-workout. Look how bad I can eat and still have abs. I was reading everything. Trying to implement everything. The information was all technically accurate. The problem was I was trying to use all of it at the same time.

Third domain. Third time paying the complexity tax from the beginning.

Why the Lesson Does Not Transfer

The complexity tax does not transfer between domains because the knowledge that allows you to simplify is domain-specific.

Your ability to simplify a basketball practice does not automatically give you the ability to simplify a strength and conditioning program. The skill of simplification — knowing what to cut — requires understanding the domain deeply enough to identify what actually matters. And that understanding only comes from reps inside that domain.

You have to accumulate enough experience in a new area before you earn the right to remove things. Until then, everything looks equally important. Because you do not yet know what produces results and what just fills time.

The cones were not the problem. The drills were not the problem. The 100 recipes were not the problem. The problem was that I did not yet understand each domain deeply enough to know which of those things actually moved the needle.

So I kept all of them. That is what the tax looks like.

What Simplicity Actually Is

Simplicity is not the starting point. It is the reward for doing the work.

It takes more knowledge to do less — not less knowledge. The most experienced coaches have the shortest sessions. The most advanced lifters have the most minimal programs. The most dialed-in athletes eat the most boring diets. Not because they gave up on finding better answers — because they accumulated enough reps to identify which answers actually mattered and had the confidence to cut everything else.

The simplicity you see in an expert's process is not laziness. It is the residue of years of complexity tax payments. They earned the simple.

What To Do With This Information

Knowing the complexity tax exists does not exempt you from paying it. You will still pay it. Every new thing you start — boxing, nutrition, business, a new coaching method, a new parenting approach — you will overcomplicate it at the beginning. That is the game.

But knowing it exists means you can stop interpreting the complexity as the problem. The complexity is not the problem. The complexity is the entry point. The reps are the answer.

When you find yourself adding more and more to a system that is not yet producing results — that is not a sign that you need more. That is a sign that you have not yet accumulated enough reps to know what to remove.

Keep accumulating. The simple is on the other side.

Keep It Simple — But Earn the Simple

The lesson I would have told my earlier self — the basketball coach with cones spread across an entire gym floor — is this:

The cones are not making you a better coach. The reps are making you a better coach. At some point the reps will tell you which cones to put away. Until that point, the complexity is just the tax you are paying for being new. Pay it. Do not try to shortcut it. But know that it is temporary.

Every new endeavor starts here. The question is not whether you will pay the complexity tax. The question is whether you will recognize it when you are paying it — and have the patience to keep going until you earn the simple.

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