Hey Ala,

There is a message that lands in my inbox at least once a week.

It is always some version of the same thing.

"It is over, Mischa. AI is going to eat all of this. Kubernetes is too complicated. Half the bootcamps are pumping out grads better than me. Why am I even bothering?"

The person writing it is usually smart. Usually has a real job, or is close to landing one. Usually two or three years into the field, far enough in to see how big the field is and far enough out from the finish line to feel the panic.

I get a version of this message so often that I want to write a single response to all of it at once.

So here it is.

This is the best possible news for you. You just do not know how to read it yet.

The Panic Most People Feel

Everyone in tech is feeling some version of this right now.

The DevOps engineers think AI is going to automate them.

The software engineers think the next model release is going to make them obsolete.

The career-changers think they have missed the window.

The juniors think they are competing with three thousand bootcamp graduates and twelve thousand offshore engineers and an army of agents that work 24/7 for free.

It is not paranoia. The signals are real. There genuinely are more people in your space every year. The tools genuinely are getting more capable. The bar genuinely is moving.

So people quit. Or they freeze. Or they jump to whatever the next "uncrowded" thing is — and find out three months later that it is also crowded, because everything is crowded.

Most people read saturation as a death sentence.

It is not. It is a signal. And once you learn to read it, the panic flips.

What Saturation Actually Means

A market is only saturated when there is real demand.

Think about that for a second.

Nobody complains that the market for hand-cranked sewing machine repair is saturated. Nobody is panicking that there are too many people offering Latin tutoring on TikTok. Those markets are not saturated. They are dead.

A saturated market is a market where so many people are trying to win that you are scared to enter it.

Which means: customers exist. Money is changing hands. Decisions are being made. The thing you want to do is something the world is actively paying for, right now, in volume.

That is the rarest signal in business. Most people who try to start something fight an invisible battle against zero demand. They build, they ship, they push — and nothing happens. Not because they were bad. Because the market was not there.

You do not have that problem. Your market is screaming at you that it is real. The competition is the proof.

This is the first gift saturation gives you.

The Second Gift Most People Miss

Here is the part that took me years to understand.

A saturated market is also a free map of what you should not do.

When a thousand people are doing the same thing, you do not have to think very hard about how to stand out. You just have to look at the pattern.

What is the typical positioning in your space? What is the typical promise? What is the typical voice, the typical aesthetic, the typical fear, the typical hook?

Look at it carefully. That is the norm. That is the wallpaper. That is the thing every new entrant is unconsciously copying because it is what they see.

You do not need to invent something from nothing. You just need to define the opposite of the norm and then have the conviction to hold the line.

That is the entire move. Look at the norm. Define the opposite. Commit to it.

Most people will not do this. Not because it is hard intellectually, but because it is hard emotionally. The norm exists for a reason. The norm feels safer. The norm gets approval. Going opposite means you will look weird for a while, and most people are not built to look weird for the time it takes for the opposite move to compound.

But that is exactly why it works.

The crowd has done the hardest part of the work for you. They have proven the demand exists. They have shown you what every other entrant is going to do. All you have to do is refuse to be one of them.

How I Used This Without Knowing It

When I started in DevOps, the field was already loud.

The same fifteen-minute "what is DevOps" explainer everywhere. The same recycled diagrams. The same recycled AWS study guide. The same generic senior-engineer voice everyone seemed to be auditioning for.

I did not have a strategy for this. I did not sit down and write a positioning document. I just noticed, instinctively, that I had nothing original to add to that conversation. So I did not try.

What I had was a different starting point. I was a nurse. I had spent years dealing with patients, families, hospital chaos, and shift work. I was thirty-two and tinkering with Linux at night because it was the only part of my day that felt like mine.

When I started talking about DevOps, I did not sound like the senior engineers everyone else was imitating. I sounded like someone who had nearly given up on his career and found a second life. The technical content was the same. The emotional weight was completely different.

That accidentally became the opposite move. While everyone else was performing seniority, I was being honest about being a nurse who broke his cluster on a Tuesday night.

It worked because nobody else in the saturated space was doing it.

I did not invent that. The crowd handed it to me. I just walked the other way.

The AI Wave Is the Same Story

Here is what I want you to take from this, especially if you are panicking about AI.

AI is making the surface layer of every technical field cheaper. The boilerplate. The first draft. The tutorial-grade code. The explainer content. The thing that anyone with a Cursor subscription can produce in five minutes.

That is the new norm. That is the new wallpaper.

Which means the opposite of the norm has never been more valuable.

The depth, the lived context, the strange opinion, the hard-won judgment, the willingness to take a position that is not the consensus. The thing a model cannot produce because it does not have your particular life behind it.

The saturation is real. The flood of AI-generated everything is real. The competition is real.

It is also the loudest signal in history that the opposite of all of that is what people are going to be desperate for.

You are not too late. You are early. You are early to the part of the cycle where most of your peers panic and quit, and the few who hold their nerve and walk the other direction get the next decade.

So Back to the Inbox

If you are the one writing me that message, I want you to understand the choice clearly. Because most people make it without realizing they are making it.

When the market is saturated, there are two reactions.

You can read it as a death sentence and look for somewhere quieter. Where, by the way, you will eventually find the same problem, because everything that matters attracts a crowd.

Or you can read it as the rarest gift a market ever gives you. Demand is proven. The norm is visible. Your only job is to define the opposite and hold the line long enough for it to compound.

The crowded room is not your enemy.

It is your map.

Mischa

​

P.S. KubeCraft was built for people who decided to walk into the room instead of out of it. If you have been the one writing me that message, and you want to know what walking in actually looks like, click here.