Pragmatic: dealing with things sensibly and realistically in a way that is based on practical rather than theoretical considerations.

Learning to code changes how you think about problems. That sounds like something a motivational poster would say, but it's true in a specific way — you start breaking things into steps, checking assumptions, and testing whether your solution actually works. That habit carries over into everything else.

The hard part isn't learning syntax. It's figuring out how to learn without wasting months on approaches that don't stick.

When beginners start, the default advice is "go to YouTube and watch tutorials." That's not terrible advice for the first few hours. The problem starts when watching becomes the whole routine. Tutorial hell is real — you follow along, the code works, but the moment you try to build something from scratch, nothing clicks. YouTube's algorithm is optimized to keep you watching, not to make you a programmer.

So how do you actually learn?

If you're going to watch a tutorial, code along with it. Don't just watch — type the same code, break it, change things, see what happens. At minimum, you'll start to understand how the instructor thinks through problems.

A better approach: pick a language (Python, JavaScript, whatever interests you — just not Fortran as your first). Watch one short overview video to get oriented. Then close the browser and start building something. It doesn't matter what. A calculator. A to-do list. A script that renames files. The point is to hit problems that a tutorial wouldn't have covered, because solving those problems is where actual learning happens.

As Steve Jobs put it: "I think everybody in this country should learn how to program a computer because it teaches you how to think."

Here's a starting path if you're brand new:

• Learn the basics of one programming language. Pick it and commit for at least a month.
• Learn Git and GitHub. This is where developers collaborate. You'll need it for any job.

One of the biggest questions beginners ask is "what do I do after I learn the basics?" Computer science is a wide field — web development, game development, cybersecurity, mobile apps, data science, and more. You won't know which one you like until you try a few. Spend a week or two exploring each area before going deep on one. Like finding a good restaurant in a new city, you have to try a few before you pick a favorite.

What matters early on:

Set a goal. "Learn React" is vague. "Build a weather app with React by Friday" is specific. Specific goals keep you focused and give you something to show for the work.

Build things. Theory matters, but retention comes from doing. A tic-tac-toe game in your chosen language will teach you more about logic than reading three chapters on conditionals.

Solve the problem, then clean it up. Don't obsess over writing perfect code on the first pass. Get it working, then refactor. That's how professional developers work too.

A poem by Robert Frost. (The road not taken)

Two roads diverged in a yellow wood, and I, I took the one less traveled by, And that has made all the difference.

Programming is full of decisions that feel small in the moment but compound over time. Which language. Which framework. Which project. You won't always pick the optimal path — nobody does — but the act of choosing and committing is what separates people who learn to code from people who talk about learning to code.