5 Reasons Why GitHub Copilot is Overrated for Beginners

As a beginner in programming, you might be tempted to think that tools like GitHub Copilot will make your coding journey a breeze. After all, who wouldn't want an AI assistant that promises to write code for you? But after diving deep into using Copilot and watching others do the same, I've come to believe that it’s overrated for newcomers. Here’s why.

1. It Encourages Dependency

One of the biggest pitfalls of using GitHub Copilot as a beginner is the tendency to rely on it too heavily. Yes, it can suggest code snippets, but this can lead to a lack of understanding of the underlying concepts. Instead of learning how to solve problems on your own, you might find yourself just accepting whatever Copilot suggests.

Our Take:

We’ve noticed that beginners who lean on Copilot often struggle when they encounter issues that require a deeper understanding of code. It’s better to grapple with challenges and learn from them.

2. Limited Context Awareness

GitHub Copilot excels at generating code but often lacks the contextual awareness to produce optimal solutions. For example, if you're building a simple web application, it might suggest a complex framework that’s unnecessary for what you're trying to achieve.

Limitations:

• Context Misunderstanding: Copilot may not always grasp what you're trying to build, leading to irrelevant suggestions.
• Not Tailored to Your Learning Pace: Beginners need to understand the basics before jumping into advanced solutions.

3. Pricing Can Add Up

While GitHub Copilot offers a free tier, it quickly transitions to paid plans. As of 2026, the pricing is $10/month for individuals after a 30-day free trial. For beginners who are often on tight budgets, this could be a significant investment, especially if they aren’t getting the value they expected.

Pricing Breakdown:

• Free Tier: 30-day trial
• Pro Plan: $10/month

Our Take:

We don’t use Copilot because the cost doesn’t justify the limited learning benefits for beginners. There are many free resources available that can be more beneficial.

4. It Can't Replace Good Documentation

Documentation is the backbone of programming. Copilot can suggest code, but it doesn't explain why that code is written the way it is. Beginners need to learn how to read documentation and understand libraries, frameworks, and best practices.

Limitations:

• No Explanations: Copilot doesn't teach you about the libraries or frameworks it suggests.
• Documentation Skills: Without learning to read documentation, your coding skills will stagnate.

Our Take:

We emphasize using official documentation and tutorials over relying on Copilot for learning. It’s essential to develop those skills early on.

5. It Can Generate Incorrect Code

AI tools are not infallible. There are instances when Copilot generates code that doesn’t work as intended, especially in complex scenarios. Beginners might not have the expertise to catch these errors, leading to frustration and wasted time.

Limitations:

• Debugging Required: You might spend more time debugging Copilot's suggestions than if you wrote the code yourself.
• Quality Assurance: You have to verify the correctness of the suggested code.

Our Take:

In our experience, we’ve often found ourselves correcting Copilot's suggestions, which defeats the purpose of saving time.

Conclusion: Start Here

If you’re just starting out, it’s better to focus on foundational skills rather than relying on AI tools. Invest your time in learning programming concepts through free online courses, coding bootcamps, and building small projects. Instead of GitHub Copilot, try using resources like freeCodeCamp or Codecademy to build your skills from the ground up.

What We Actually Use:

• freeCodeCamp: Great for structured learning and practice.
• Codecademy: Excellent for interactive coding lessons.
• MDN Web Docs: Best for web development documentation.

In summary, while GitHub Copilot has its place, it’s not the best choice for beginners. Focus on building your skills first, and consider using Copilot later when you have a stronger foundation.