AI Is Changing Engineering Culture More Than We Realize

Artificial intelligence is fundamentally reshaping engineering culture and developer workflows, beyond just model capabilities. AI tools enable instant boilerplate generation, faster debugging, and quicker prototyping, but its larger impact is on the development culture itself.