Will AI replace programmers?

The paradox that settles most of this: programmers are the biggest buyers of these tools. People who enthusiastically buy the weapon of their own replacement know something the worried do not.

AA Abdelilah Arahal
3 min read Updated 21 September 2026

There is a paradox that ends most of this argument: programmers are the biggest buyers of AI tools.

The group supposedly most threatened is the fastest adopting and the highest spending. That is not what happens when people meet a tool that replaces them. It is what happens when they meet one that multiplies them.

What actually changed

Writing code got much faster. Routine functions, translating between languages, first-pass tests, scaffolding, explaining legacy code nobody understands. The time cost of all of it collapsed.

And coding agents are approaching serious revenue, which I covered in a coding agent nearing a billion.

What rose in value

Review. When generating code becomes free, reading it becomes the bottleneck. Someone who can tell that code is superficially correct and wrong in an edge case is worth more than someone who writes it.

System architecture. The decisions that are expensive when wrong and whose consequences only surface six months later.

Debugging. Fixing a fault that requires understanding the whole system, which is where these tools fail hardest.

Security. Especially with agents connected to tools. The attack surface is in what is MCP, and a real case in agents ran a cyberattack.

And beginners?

This worries me more than the replacement question.

The traditional route to expertise ran through simple tasks, and those are exactly the tasks now automated. So where does experience come from when the first rung is gone?

I do not have a reassuring answer. What I see is that someone learning today needs to build rather than follow, to read generated code rather than accept it, and to break things deliberately to learn how they fail. See how to learn AI from zero.

What this means for you

If you are senior: you are the biggest beneficiary. Use the tools to generate and keep the reviewing for yourself.

If you are mid-level: move up into architecture or down into deep specialism. The middle is the narrowest place to stand.

If you are starting: build real projects that fail. Failure is what teaches, and the tool robs you of it if you accept output you do not understand.

In closing

Programmers will not be replaced, but what "programmer" means is changing the way "writer" changed after the word processor. Selling typing speed is risky; selling correct decisions is excellent.

Try this today: take the last code a tool generated for you and review it line by line for the edge case nobody tested. If you find nothing, review it again.

Common questions

Will AI replace programmers?
No. Developers are themselves the biggest buyers of these tools, which is what happens with a multiplier rather than a replacement. But the profession shifts from typing speed to decision quality.
Which skills are rising in value?
Code review, system architecture, deep debugging, and security, especially with agents connected to external tools.
Who is most at risk?
The mid-level developer implementing finished specifications without judgement, because translating a ticket into code is exactly what the tool does well.
Is it still worth learning to code?
Yes, but differently: build real projects that fail, read generated code instead of accepting it, and break things deliberately to understand how systems fail.
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