Why GitHub Copilot is Overrated: 5 Reasons You Should Reconsider

As a solo founder or indie hacker, it’s easy to get swept up in the hype surrounding AI tools like GitHub Copilot. After all, the promise of writing code faster and more efficiently sounds appealing, especially when juggling multiple side projects. However, after spending time with Copilot, I'm here to share why I think it's overrated and why you might want to reconsider using it.

1. It’s Not a Replacement for Understanding Code

What it does: GitHub Copilot suggests code snippets based on your input, but it doesn’t teach you how to code.

Pricing: $10/mo for individual developers.

Best for: Developers looking for quick code suggestions.

Limitations: Copilot doesn’t help you understand the underlying logic or principles of coding. If you’re a beginner, relying too heavily on it can create gaps in your knowledge.

Our take: We’ve tried using Copilot during our coding sessions, but we found ourselves not fully understanding the code it generated. We prefer tools that enhance our learning rather than replace it.

2. Contextual Awareness is Lacking

What it does: It generates code based on the immediate context but often misses the bigger picture.

Pricing: Free tier available, but $19/mo for the pro features.

Best for: Small scripts or quick fixes.

Limitations: Copilot can misunderstand context, leading to irrelevant or erroneous code suggestions. This can waste time debugging.

Our take: We’ve had instances where Copilot suggested a solution that worked in isolation but failed to integrate with the overall project architecture. It’s frustrating when you have to manually adjust the code to fit.

3. License and Ownership Concerns

What it does: Copilot uses public code from GitHub, which raises questions about code ownership.

Pricing: Included with GitHub plans, starting at $4/mo for teams.

Best for: Teams needing quick collaboration.

Limitations: The code generated might inadvertently include snippets that are not yours to use, leading to potential legal issues.

Our take: We’re cautious about using Copilot in commercial projects due to these ownership concerns. It’s crucial to be aware of what you’re putting into production.

4. It Can Encourage Bad Practices

What it does: Copilot can generate code that technically works but isn’t best practice.

Pricing: $10/mo for basic usage.

Best for: Prototyping or personal projects.

Limitations: If you’re not experienced enough to recognize bad code practices, you might end up with suboptimal solutions.

Our take: We’ve seen Copilot suggest outdated or inefficient patterns, which can lead to technical debt down the line. For seasoned developers, it’s a mixed bag.

5. Over-Reliance Can Stunt Development Skills

What it does: It provides quick solutions, but can hinder deeper problem-solving skills.

Pricing: $19/mo for the full suite.

Best for: Rapid prototyping.

Limitations: Frequent reliance on Copilot can lead to a decline in problem-solving capabilities and creativity.

Our take: We’ve noticed that when we lean too heavily on Copilot, our ability to think critically about code diminishes. We prefer tools that challenge our skills rather than make them obsolete.

Comparison Table: GitHub Copilot vs Alternatives

| Tool | Pricing | Best For | Limitations | Our Verdict | |---------------------|----------------------|-------------------------|-----------------------------------|----------------------------------| | GitHub Copilot | $10/mo | Quick code suggestions | Contextual awareness, ownership | Overrated for serious projects | | Tabnine | $12/mo | AI code completion | Limited language support | More reliable than Copilot | | Replit | Free tier + $7/mo | Collaborative coding | Less powerful AI suggestions | Great for teamwork | | Codeium | Free | Open-source projects | Basic suggestions compared to Copilot | Solid alternative | | Sourcery | Free tier + $12/mo | Code quality improvement | Limited to Python | Best for code reviews | | Kite | Free | Python and JavaScript | Limited language support | Good for specific languages | | Codex | Starts at $0.002 per request | Custom code generation | Costly for large projects | Best for unique tasks |

What We Actually Use

In our experience, we’ve moved away from GitHub Copilot for most projects. Instead, we rely on Tabnine for code completion and Sourcery for code quality checks. They complement our workflow without the drawbacks of Copilot.

Conclusion: Start Here

If you’re considering GitHub Copilot, I recommend taking a step back. Evaluate whether you really need an AI code assistant, or if there are better tools that enhance your coding experience without the downsides. For indie hackers, it’s crucial to build a solid foundation in coding rather than rely on shortcuts that could hinder your growth.