🔹Theme: AI, Copy-Paste Culture & Real Engineering

Copy-pasting AI code is not software engineering.

Python and PHP developers now use AI to:

Generate functions

Write APIs

Fix bugs

Refactor code

The danger isn’t AI.
It’s skipping understanding.

AI doesn’t know:

Your architecture

Your data flow

Your edge cases

Your production risks

Copy-paste works… until it doesn’t.

Developer habits that scale:

Read every generated function

Trace inputs and outputs

Add logging before trusting logic

Write small tests around AI code

💬 Dev discussion:
Do you review AI code line by line, or only when it fails?