These questions are not about syntax.
They are about judgment.
AI will change engineering. It will not remove engineering.
The software industry is entering a period where the cost of producing code is falling rapidly.
That is exciting.
It can make individuals and teams dramatically more productive.
But cheaper code does not automatically produce better systems.
In fact, without good engineering practices, it can produce larger and more complicated systems faster.
That is why experienced engineering judgment matters.
The engineer of the future may write less code personally.
But they will need to understand more about the system that code creates.
Final thought
AI can generate the implementation.
It can suggest the architecture.
It can review the code.
It can help investigate failures.
It can accelerate almost every stage of software development.
But when that software reaches real users, real data, real infrastructure, and real business consequences, someone still has to own the outcome.
Tools change. Responsibility doesn't.
