Software Engineer, Lecturer, and Technical Writer.

The conversation around AI and software development often focuses on one dramatic question:

Will AI replace developers?

In reality, that’s not where the biggest impact is happening.

The most immediate disruption is appearing somewhere else — at the very beginning of the career ladder.

Junior developers are quietly becoming the most exposed group in the current AI hype cycle.

Not because they are less capable.

But because the structure of the industry is shifting around them.

Every major technological wave follows a similar emotional arc.

First comes excitement. Then exaggeration. Then fear. Then disappointment. And finally, normalization.

Artificial intelligence is currently somewhere between exaggeration and fear. That makes it a confusing moment to work in technology. Headlines suggest everything is about to change overnight, while daily engineering work still looks surprisingly familiar.

To understand where things might go next, it helps to zoom out and look at how previous technology cycles evolved.

AI is changing software engineering.

Not by eliminating developers — but by shifting where value lives.

If code becomes cheaper, faster, and easier to generate, then the differentiator moves. The question is not how to compete with AI. The question is how to operate at a level where AI becomes leverage instead of threat.

This post is about that shift.

AI is improving at an extraordinary pace.

It writes code, explains concepts, drafts documentation, suggests refactors, and sometimes even anticipates what we’re trying to build. The progress is real. Pretending otherwise would be naïve.

But progress does not mean completeness.

AI is powerful — yet it still has a shape. And understanding that shape is what separates fear from clarity.

If AI can write code, what exactly are we being paid for?