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9 Software Engineering Skills AI Still Can’t Replace
AI can generate code, explain unfamiliar frameworks, and automate repetitive tasks. But building reliable software still requires engineering judgment that cannot be reduced to generating the next block of code.
Software development has changed significantly since AI coding tools became part of everyday workflows.
Developers can now ask an AI assistant to generate React components, write database queries, create API endpoints, explain unfamiliar codebases, and even investigate production errors. Tasks that once required hours of searching and experimentation can sometimes be completed in minutes.
This has created an uncomfortable question for many developers:
If AI can write code, what skills will still make a software engineer valuable?
Some people believe the answer is simply learning more advanced frameworks or becoming better at prompting. Others assume AI will eventually handle most engineering work, leaving developers responsible mainly for reviewing generated code.
Both views miss an important distinction.
