
The modern software development lifecycle is undergoing a seismic, almost silent transformation, as artificial intelligence transitions from a novelty coding assistant into an indispensable yet unpredictable collaborator. This evolution promises to redefine productivity and accelerate innovation, yet it simultaneously introduces a complex web of risks that many organizations are unprepared to manage. The central paradox of this new era is










