
The landscape of artificial intelligence in software engineering has shifted from passive conversational interfaces that merely suggest code to autonomous participants capable of interacting with the technical stack. This transition marks the end of the era where developers treated AI as a sophisticated autocomplete tool, signaling a move toward systems that possess functional agency within the development lifecycle. On February










