September 12, 2026·4 min read

Why I'm Going Deep on Quantum Computing (as a Builder, Not a Physicist)

A builder's reason for putting real hours into quantum right now, and what a hands-on, no-hype series will actually cover.

By Andrew Pyle

I am not a physicist. I build things. I run an AI product studio, I ship software, and I spend most of my week inside real products and the businesses around them. So the fair question is the one you are probably already asking: why would someone like me put real hours into quantum computing right now?

Here is the honest answer. I have spent the last few years watching one technology go from toy to production faster than almost anyone predicted. I build on top of AI every day, and I have a specific memory of the moment it stopped being a demo and started being infrastructure. The people who saw that early were not the ones reading launch posts. They were the ones who had already put their hands on the thing and formed an opinion from what actually happened.

I want to be in that second group on quantum. Not because I think it pays off next quarter, but because understanding a platform before it is obvious is the whole edge. I have watched that edge compound with AI. I would rather earn it early on quantum than read about it late.

01Two useless extremes

The problem with quantum coverage

Most quantum writing sits at two useless extremes. One is breathless. Every announcement is a breakthrough, every chip is the one that changes everything, and the timeline is always soon. The other is dismissive. It is all hype, none of it works, come back in twenty years.

Neither is a substitute for looking at the real thing, and neither is very useful if you actually build for a living. As an operator I do not care whether quantum is inspiring. I care what it can do today, what it costs, what breaks, and how far the real thing is from the slide. That is the gap I want to close for myself, in public.

02No clear winner yet

The part that is actually interesting

What is true is messier and better than either extreme. There is no single quantum computer. There are several competing hardware approaches, and no one has clearly won. Superconducting qubits, trapped ions, neutral atoms, photonics, and quantum annealing are genuinely different bets, with different strengths, different failure modes, and different companies behind them.

I find that disagreement encouraging, not confusing. When serious, well funded teams still disagree about the basic approach, the field is early enough that a builder can still form a real opinion by doing the work. That is exactly the window I like to operate in.

When serious teams still disagree about the basic approach, the field is early enough that doing the work still beats reading the takes.

03Run the machines

What I am actually going to do

I do not want to write takes. I want to run the machines and report what happened.

So this series runs on two habits. The first is to track the real field rather than the headlines. I am following the companies actually building hardware, from the large players to the specialists, and paying attention to what they ship instead of what they promise.

The second is to get hands-on. Several of these providers offer real access, including free tiers. I am going to submit real circuits to real hardware, then write down what worked, what did not, what it cost, and what surprised me. When I do not understand something, I will say so plainly.

The standard is primary-source. If I tell you a backend behaved a certain way, it is because I watched it behave that way, not because a vendor slide said it would.

04Honest and useful

What this series will and will not be

It will be honest about how early this is. Real runs, real numbers, real dead ends. It will keep pulling quantum back to the thing I actually know, which is building and shipping products, because the builder's lens is the only angle I can offer that a physicist cannot. My interest is not the math for its own sake. It is the question every operator eventually asks about any new platform: when does this become something I can build on, and what should I understand before it does.

It will not be a hype feed. No breakthroughs that are not breakthroughs. No pretending I have expertise I have not earned yet. No filler.

If a builder working through quantum in the open is useful to you, follow along. The next post will be the first hands-on run, on real hardware, with the numbers attached.

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