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Roshaan Tahir
Roshaan Tahir

Posted on • Originally published at Medium

Why Most Junior Developers Will Struggle in the AI Era

You open your editor, type a question into ChatGPT, and like magic, the answer pops up on your screen. It feels good. It feels fast. It feels… almost too easy. And that’s kind of the problem.

We’re in a strange moment in tech. AI tools are giving beginners superpowers, but at the same time, those superpowers hide the skills they’re not building. It’s almost like getting the answers to the test without learning how to actually solve the problems. You will definitely get an A+, but you will never understand the logic behind the answers.
And that’s where things go wrong because right now, people will never tell you to solve a problem; they will ask you to explain the solution or fix something when the AI gets it wrong.

Here’s the uncomfortable truth: AI won’t replace developers anytime soon (maybe NEVER), but it will expose the gaps in junior developers who skip the fundamentals. The bar isn’t getting lower. It’s going up. And if you’re just starting your coding journey, understanding this shift could save you years of frustration.

I’m not going to tell you some doom and gloom stuff. It’s a friendly wake-up call. Because if you want to survive (and thrive) in the AI era, you need to know what’s changing and how to stay ahead.

The Big Misunderstanding: “AI Will Make Coding Easier”

Lots of beginners believe AI turns coding into a shortcut. Type a question, get an answer, paste it in, and boom — problem solved.

But that’s the illusion.

AI does not lower the bar. It raises it. Companies won’t expect juniors to “figure it out eventually.” They’ll expect them to understand the code AI generates, spot mistakes, and know when something looks right but actually isn’t.

# Looks correct at first glance
def add_items(items=[]):
    items.append("new")
    return items

print(add_items())  # ['new']
print(add_items())  # ['new', 'new']   # ← Hidden bug
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A beginner will stare at this and think there's a problem with Python. But a strong developer knows that default mutable arguments are dangerous.

And here’s the scary part:
AI won’t tell you the bug is subtle. It’ll just write it confidently.

Most juniors won’t know why it happens, and that’s where the struggle begins.

Photo by Florian Olivo on Unsplash

Truth #1: Juniors Don’t Debug, They Restart

If you’re honest, you’ve probably done this before:

It usually starts with an error popping up, so you simply try running it again. When that fails, you might copy and paste the code one more time or even restart VS Code entirely to see if that helps. When the code is still broken after all that, then you ask ChatGPT for a full rewrite of the whole thing for you from scratch.

But the problem was just a missing import:

ModuleNotFoundError: No module named 'request'
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And the fix?

from requests import get
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This is how juniors get stuck. Instead of fixing problems, they try escaping them.

I’m not going to lie, I have done this myself as well because it’s easy, fast, and saves a lot of time. But the problem is, if you’re going to rely on it every time, it’ll become a habit. You can generate infinite versions of broken code without ever learning why it broke in the first place.

We’re humans after all, and we love shortcuts. So, try to avoid it as much as possible.

Truth #2: AI Helps Skilled Developers, Not Struggling Ones

Much like power steering, which only aids those who already know how to drive, AI tools require a foundation of expertise to be effective. Experienced devs leverage these capabilities to accelerate their workflows, using AI to generate rough drafts, handle repetitive boilerplate, validate designs, and document complex logic.

On the other hand, junior developers often fall into the trap of using the same technology to bypass the learning process entirely. Instead of using AI as an assistant, they may rely on it to copy full solutions, inadvertently avoiding the necessary struggle of understanding fundamentals.

Both groups use the same tool, but only one gets faster.
The other becomes more dependent.

Truth #3: Tutorials Don’t Prepare You for Real Work

Bootcamps and YouTube are great, but they teach you “recipe coding.” Follow the steps. Press run. Celebrate. Move on.

Real development isn’t a clean recipe.

Tutorial code:

users = ["Anna", "Mark"]
for user in users:
    print(user)
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Real code:

users = db.query("SELECT * FROM users WHERE active=1")
for user in users:
    send_email(user['email'])
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When you ask AI for help with the second version, it doesn’t know:

What are your database rules? What is your product logic? What are your performance constraints? What are your user flows? What are your edge cases?

AI writes code. Developers solve problems.

Those are not the same thing.

Truth #4: Companies Don’t Need More “Instruction Followers”

AI already writes simple CRUD apps. AI already writes React components. AI already writes basic backend logic.

If you’re a junior developer who depends on AI for these tasks, the company has no reason to keep you. They can get the same result in seconds with a prompt.

Companies look for devs who can:

  • Think through data flow
  • Ask the right questions
  • Understand architecture basics
  • Debug without panicking
  • Explain how and why things work

One hiring manager said something that stuck with me:
“We rejected a candidate because all his answers sounded like ChatGPT.”
That’s the new job market reality.

Truth #5: The New Skill Juniors Must Learn — Systems Thinking

AI can generate functions, classes, and even full modules. But AI doesn’t understand your business logic.

Take this example:

# AI-generated: Works technically, breaks real-world rules
def apply_discount(user, price):
    if user["is_new"]:
        return price * 0.50
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Sure, the code works. But maybe your company only allows a 10 percent discount. Maybe “is_new” means something very different in your system. Maybe discounts aren’t allowed on certain products.

AI doesn’t know your world.
It knows patterns.

Developers who thrive will be the ones who understand the system behind the code, not just the code itself.

Truth #6: AI Makes Strong Developers Stronger

Here’s the real impact of AI:

Good developers become great.
Great developers become unstoppable.

They use AI to:

  • Refactor giant files
  • Generate test cases
  • Find performance bottlenecks
  • Document complex flows
  • Review logic from new angles

Beginners use AI to:

  • Avoid learning
  • Avoid debugging
  • Avoid reading docs
  • Avoid understanding
  • Avoid discomfort

AI amplifies whatever habits you already have. If your habits are weak? You fall behind quickly.

Truth #7: The Juniors Who Will Thrive Anyway

Now for the hopeful part.

The juniors who will survive (and win) aren’t the ones who memorize everything. They’re the ones who:

  • Read the code deeply
  • Understand fundamentals
  • Debug calmly
  • Ask “why” instead of “what”
  • Use AI as a mentor, not a shortcut
  • Build, break, fix, repeat
  • Take responsibility for their growth
  • AI isn’t replacing you. Your bad habits will.

If you fix those habits now, you’re already ahead of most beginners in the AI era.

A Small Reminder to Carry into Your Next Coding Session:

Photo by Mohammad Rahmani on Unsplash

You don’t need to be better than AI. You just need to be better than the developers who rely on it blindly.

AI is a tool. A powerful one. But it’s only as strong as the person using it.

You get to decide whether AI slows your growth or accelerates it. You get to decide if it replaces your understanding or expands it.

So ask yourself:
Do you want AI to write your code or help you become the kind of developer companies fight to hire?

If you stay curious, stay patient, and learn the fundamentals, you’ll be just fine — maybe even unstoppable.

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