AI agents are shifting from generic chat interfaces toward "malleable software" that allows for deep customization of enterprise workflows. While "FDE" (Front-end AI Delivery) currently serves as an essential bridge for traditional companies to adopt AI, its long-term value lies in integrating AI into existing systems rather than creating standalone chat tools. Effective AI-native organizations now leverage AI as a central hub for task management, automated code review, and deployment, significantly reducing human coordination overhead. As model capabilities converge, the competitive edge shifts from the model itself to the ability to build highly personalized, efficient toolsets that adapt to specific operational needs, ultimately transforming how businesses manage internal processes and software development.
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