Do You Really Need to Learn to Code?

By Katherine McKean, High School Junior and AI Club President

When I tell people I’m into AI, they usually ask one of three things: if I’m building robots, if I can hack their grades (no), or if I know how to code. That last one is tricky. I do know how to code—sort of. Python and I have a love-hate relationship, and don’t get me started on trying to debug a misplaced comma at midnight. But lately, even I’ve started wondering: do high schoolers actually need to learn to code anymore?

It used to feel like a given. If you wanted to make apps, build games, or do anything tech-adjacent, you had to learn to code. But now? AI tools can build websites by dragging blocks around like digital Lego. You can feed natural language prompts into platforms and get usable code back. Some tools let you make games without typing anything more complicated than a title. So the big question isn’t whether it’s easier—it’s whether it’s still necessary.

what learning to code used to mean

Before we had AI whispering autocomplete suggestions into every textbox, learning to code meant a lot of trial and error. You typed everything out. You memorized syntax. You stared at blank screens wondering why your code didn’t work, only to find out you misspelled “function.” It was part logic puzzle, part endurance sport.

But there was something cool about it, too. You could make things—interactive, colorful, chaotic things—and know that you built them from nothing but text. That feeling still matters to a lot of us. But I’ll admit, not everyone wants to memorize JavaScript just to change a button color.

the rise of drag-and-drop and natural language tools

AI-powered platforms like Replit, Scratch (yes, still alive and surprisingly powerful), and newer no-code tools have lowered the barrier a lot. Now you can ask ChatGPT to generate a quiz app and paste it into an editor without knowing how a loop works. There are templates and visual builders for everything from e-commerce stores to mobile games.

In our AI club, someone used one of these tools to create an interactive study guide for AP Bio. Another member designed a custom avatar generator without touching a line of code. It was fast, visual, and worked. The end result looked similar to what you’d get with traditional coding—but the path there was wildly different.

does that mean coding is irrelevant?

Not exactly. Under the hood, everything still runs on code. The question is more about who needs to write it. If your goal is to design, build, or prototype quickly, then maybe you don’t need to know every technical detail. But if you want to customize, debug, or really understand how things work, then coding helps.

It’s kind of like cooking. You don’t have to be a chef to make a decent meal—there are kits, frozen options, and AI-generated recipes. But if you want to change the ingredients, adjust the timing, or invent something new, you’ll need to understand more than just how to press the microwave button.

what students are saying

When we talked about this in our club, the opinions were mixed. Some students felt relieved that they didn’t have to slog through syntax just to get creative. Others felt like something was missing if they skipped coding entirely. A few pointed out that no-code tools still break, and when they do, you’re stuck unless you can dive into the source.

One sophomore said it like this: “I can design something cool fast, but if it glitches, I’m just staring at the screen like it’s haunted.” That’s where coding still matters—it’s the difference between using tools and understanding tools.

what coding still teaches us

Even if you’re not planning to be a software engineer, learning to code builds a certain mindset. It teaches you how to break problems into smaller steps, how to be precise, and how to keep going when nothing works the first time. That kind of thinking shows up in other places too—like when you’re trying to organize a group project or figure out why your Wi-Fi keeps crashing every time you open too many tabs.

There’s also the confidence boost. When you finally get something to work, it feels like magic you earned. AI tools can be impressive, but they can also make you feel like a passenger. Coding puts you in the driver’s seat—assuming you didn’t forget to import the right libraries.

so what should high schoolers do?

You don’t have to become an expert coder. You don’t have to memorize every function or compete in national competitions. But learning the basics still opens doors. Even just one semester of Python or JavaScript can give you a foundation. It can make you better at spotting patterns, asking questions, and working with AI instead of just watching it work.

In our school, we’ve had students start with no-code tools, get curious about how they work, and end up teaching themselves how to code. That curiosity is what matters most. Whether it starts with a block-based game builder or a text-based terminal doesn’t matter as much as the spark it lights.

coding and the future of creativity

AI tools are great at remixing existing ideas. They’re fast, flexible, and sometimes weirdly poetic. But original thinking still needs a human brain—and often, a human who knows how to tweak, edit, or build from scratch. Coding gives you access to that layer of control.

If you care about making games, websites, tools, or art, then coding helps you go beyond templates. It’s not required—but it’s empowering. And honestly, kind of fun once you get past the error messages.

how schools can support both paths

At our school, we’ve started talking to teachers about offering both coding and no-code options. Some students get overwhelmed by syntax early on and give up. But when they start with visual tools and build confidence, they’re more likely to come back around to learning code later. Others dive straight into Python because they like puzzles. There’s room for both.

Our AI club has started pairing students who know how to code with those who are just starting. That way, the no-coders can bring ideas, and the coders can help make them real. It’s collaborative, and nobody feels like they have to fit into one category forever.

what colleges and careers still expect

If you’re planning to go into computer science, engineering, data science, or anything tech-adjacent, then yes—coding is still expected. Colleges will want to see it. Employers will assume it. Even in creative tech fields, like game design or interactive media, knowing how things work makes you more valuable.

But if you’re more into design, writing, or business, you might only need enough coding to understand the tools you’re using. That’s where AI can help—by generating boilerplate code, translating your goals into action, and letting you focus on strategy.

final thought from the club president

When people ask me if teens still need to learn to code, I usually say this: it depends on what you want to do. But knowing how something works—even just a little—can make you more creative, more confident, and better equipped to keep up as the tools keep changing.

We live in a time when AI can build websites and write code for you. That’s awesome. But it doesn’t mean coding is obsolete. It means coding is now one of many paths into tech—and a pretty powerful one if you choose to take it.

If you’re interested in bringing these conversations to your school, or starting your own AI club, I’d highly recommend it. You don’t need to be an expert. Just curious. And maybe slightly stubborn about figuring out how stuff works.

Want to bring AI to your school the way we did? Check out this step-by-step guide on How to Start a High School AI Club: 6 Easy Steps for Success.