AI-Native Transformation: Engineering for the Agentic Era

Software organizations are undergoing a fundamental shift: moving from "passive AI assistance" to "autonomous agents executing complex workflows." As AI evolves from simple autocomplete to goal-oriented agents, the engineering bottleneck is no longer prompt engineering—it is the maturity of our tool contracts, governance frameworks, and automated evaluation.