Indian Developers Shift Focus from Code Efficiency to AI Alignment in Cloud SDLC

Over the past few months I built an AI-assisted delivery framework — not to write code faster, but to eliminate ambiguity across the entire software development lifecycle. The result completely changed how I think about AI in engineering. Every time I used AI to generate architecture docs, API contr