AI coding assistants are creating mass dependency and we're pretending it's productivity

Using Copilot feels a lot like driving a Tesla. It might be quietly eroding your ability to code without it.

A couple of months ago, I realized something that made me feel uneasy. I was on a plane, disconnected from the internet, and I had to write a utility function. I mean, from scratch. It wasn’t anything special. Just a debounce. I sat in my seat, and I looked at my text editor as if I had completely forgotten how to write.

I was so scared.

The Autocomplete Crutch Is Real

With more than 1.8 million paying subscribers, GitHub Copilot is not just a niche tool. It's become the industry standard.

And the thing is — I'm guilty of that. I mean, I use it every day. I'm not saying we should all turn into luddites. But I've started noticing a pattern on my team and in myself. Our ability to write code from intent has been diminishing. We are no longer problem-solving. We are just tab-completing.

Faster ≠ Better

Here's what I think people confuse:

→ Speed of output is not the same as depth of understanding

→ Accepting a suggestion is not the same as solving a problem

→ Shipping a feature is not the same as knowing why it works

When Copilot gives you a piece of code and you press Tab, you miss the section where your brain creates a mental image. That's the part that makes you a better engineer over time. That's the part that lets you debug at 2 AM when the AI-generated code breaks in production and the suggestion engine has no context for your specific mess.

Educators are already sounding the alarm. Students are submitting AI-generated code they can't debug when it fails. They never built the understanding because they never had to struggle through it. 🧠

The Dependency Nobody Talks About

We discuss dependency management in software a lot. We do npm audit. We fret about supply chain attacks. But nobody is auditing the dependency that's forming between developers and their autocomplete engine.

I have witnessed engineers in production environments that are not able to actually write a basic API handler without the structure being suggested to them by Copilot first. Not juniors mind you, having spent years in the field, they leant on the tool so hard they forgot what the floor felt like.

This isn't a moral failing. It's a predictable outcome. If you give someone a calculator for every math problem, they stop doing arithmetic in their head. Same thing.

What I'm Doing About It (Personally)

I'm not quitting Copilot. That would be performative and dumb. But I've started doing a few things:

→ One day a week, I code with it off. Just to feel the friction. The friction is where learning lives.

→ I read suggestions before accepting them. Actually read them. If I can't explain what the code does, I don't Tab.

→ I write the first draft myself, then let Copilot refine. This keeps my brain in the driver's seat instead of the passenger seat.

It's not a significant change. However, it marks the distinction between utilizing a tool and being controlled by it. 🔧

This Isn't Anti-AI

I want to make myself clear. AI coding assistants are pretty damn useful. They eliminate boilerplate. They assist you in getting to grips with new APIs. They save you time on things that aren't mentally taxing.

But "saves time" and "makes you better" are different claims. You may be able to do more faster but not necessarily improve. The industry is optimizing for velocity and calling it skill development. They are completely different concepts.

Those developers who will successfully prosper in five years are not necessarily the ones who utilize Copilot the quickest. They are the ones who are still able to reason lucidly in the absence of this tool. When the given context is insufficient. When facing a new problem without any existing training data.💡

The question that makes you uncomfortable is not whether the AI assistant helps you be productive. Because they do. The question that makes you uncomfortable is what happens to your art when you never try without help.

So here's what I want to know: have you noticed your ability to code without AI changing? And if so — are you doing anything about it?