AI-first engineering shifts software development from task automation to intent-driven lifecycle orchestration. Enterprises must redesign governance, platforms, and teams to combine AI speed with human judgment. Engineering roles evolve toward orchestrating AI-enabled outcomes, making AI-first principles an operating foundation for transformation.
Opening Kapyn…