AI can write code.
- It can explain code.
- It can generate tests.
- It can suggest approaches.
- It can help you move faster.
That changes the tools available to you.
It does not remove your responsibility.
- If AI generates code that does not work, you still need to debug it.
- If it misunderstands the requirement, you still need to notice.
- If it introduces a security problem, you still own the consequences of shipping it.
- If it creates code nobody can maintain, speed has not necessarily created value.
- The professional question is not:
“Did AI write this?”
The better question is:
“Do I understand what this does, why we need it, whether it is correct, and what happens when it fails?”
That is why learning fundamentals still matters.
You need enough understanding to question the output.
AI can help you explore.
- It can help you implement.
- It can help you learn.
But professional judgement remains your responsibility.
The tool may change.
The responsibility does not.