AI is making execution cheaper.

Which means judgment matters more.

Things that used to take days can take hours. Things that used to take hours can take minutes.

If you want to build a feature, AI can get you moving much faster than it could even a couple of years ago.

But curiosity is a force multiplier too.

And that matters more than ever.

Because when raw execution becomes cheap and available, the advantage shifts to judgment.

Not just the ability to make something, but to know what to leverage to ship better products.

More Hammers

If all you have is a hammer, everything looks like a nail.

What changes with AI is that it can hand you a hammer, a screwdriver, a wrench, and a power drill in about ten seconds.

That sounds like it should reduce the value of your own knowledge.

It increases the value of knowing what tool you are looking at, when to use it, and what kind of problem it is actually for.

That is what breadth gives you.

It helps you recognize constraints, see tradeoffs earlier, and pattern match across domains.

You stop seeing just one way to solve a problem.

You start seeing options.

Curiosity Builds Transfer

A lot of my knowledge has come from following technical curiosity into places that did not seem obviously practical at the time.

Building in new programming languages changed how I think about tradeoffs.

Each new language gave me another way to comprehend how software can be structured.

But the more interesting part is the transfer.

Building a compiler forced me to understand how source code becomes something a machine can execute.

Once you have spent time there, code stops feeling quite so abstract.

You start seeing the layers underneath it.

Building a JVM gave me a better appreciation of how the JVM works underneath Java day to day.

And that kind of understanding starts to pay off at work.

You make better decisions when you have a better feel for what is happening under the hood.

They all fed each other.

That is what curiosity really buys you.

Not random facts.

More lenses. More analogies. More hammers.

Curiosity Compounds

Curiosity often looks inefficient in the short term.

You read things that are not directly useful. You build side projects that do not map neatly to your job title. You learn concepts you cannot immediately monetize. You follow side roads with no guarantee they will pay off.

But curiosity compounds.

You learn one thing over here, another thing over there, and months later they connect.

That is usually how breadth works.

You do not build it by sitting down and deciding to become well-rounded.

You build it by following interesting threads long enough that your brain starts forming bridges between domains.

Then one day you hit a problem and realize you are not limited to one hammer.

You have a shelf full of them.