Vibe coding is easy.

Making it not look vibe coded is the real work.

AI can generate something that works for a demo.
But production needs taste: clean naming, good structure, edge cases, error handling, and knowing what to delete.

AI gives speed.
Engineering judgment gives quality.

The best AI-assisted code is the one nobody can immediately recognize as AI-assisted.

#AI #SoftwareDevelopment
@birhan_nega