I want to say this plainly because the comfortable version is a lie. AI is the new China, and developers are now the new working class. The same way cheap factory labor reshaped manufacturing and never gave it back, AI is reshaping who gets paid to write software. And the people getting hit first are the juniors.
The friends who cannot find work
I have friends, good engineers, who graduated a year or two after me and cannot find a job. Not because they are bad. They write clean code. They know their data structures. The problem is that the entry-level tasks that used to train juniors, the small CRUD endpoint, the test you write to learn the codebase, the documentation pass, those tasks are now done by a model in twelve seconds.
When the bottom rung of the ladder disappears, you do not get fewer senior engineers later. You get a gap. A whole cohort that never got to climb. That is what scares me more than my own job.
The factory did not close. It just stopped hiring the people who used to learn the trade inside it.
The hackathon moment
There is a specific kind of panic I have seen at hackathons now. Someone stands up to demo and says, almost casually, "I just used GPT-4 for the backend." And you can feel the room recalculate. The person who spent eight hours hand-writing an auth flow suddenly feels stupid. The person who prompted their way to a working demo feels like they cheated and won at the same time.
I have been on both sides of that feeling. It is not fun on either side.
But I am not only afraid
Here is the honest part. I use these tools every single day. They make me faster. They let me ship things in Nepal, with my constraints, that would have taken a five-person team five years ago. I would be a hypocrite to pretend otherwise.
The work is moving up the stack. It is moving away from syntax and toward judgment. The valuable engineer is no longer the one who remembers the exact pandas API. It is the one who knows:
- What to build and, more importantly, what not to build.
- Why this architecture will hurt you in eighteen months.
- How to take a vague client need and turn it into a system that survives contact with reality.
- Code review, onboarding, taste. The things a model still does badly.
So what do you do
If you are junior right now, I am not going to lie to you and say it is fine. It is harder than it was for me. But the move is not to compete with the model on speed. You will lose. The move is to become the person who decides what the model should do, who catches it when it is confidently wrong, who owns the outcome when it ships.
Creativity over syntax. Judgment over recall. Ownership over output. The factory analogy holds, but here is the twist the factory workers never got: the tool that is replacing the junior task is sitting right there, free or nearly free, and you can learn to drive it better than anyone. The displaced factory worker could not buy the robot. You can. That is the whole difference, and it is not small.
Saroj Prasad Mainali
Full-Stack Engineer · Kathmandu
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