2025-05-08-麦肯锡-拥抱人工智能时代现代软件开发实践_12页_1mb

White Paper Summary: Embracing Modern Software Development Practices in the AI Era

In the current fast-paced business environment, enterprises must develop software quickly to gain a competitive edge, driven by advancements like AI and low-code/no-code platforms. This white paper outlines modern software development practices, focusing on four key pillars: speed and agility, visibility through observability, AI-driven automation, and embedded security and governance. These practices enable faster innovation, improved software quality, and reduced risks, but they also introduce challenges such as balancing development speed with governance and addressing cultural resistance.

Key benefits include:

• Accelerated project delivery (from months to days).
• Enhanced developer productivity, with AI tools assisting in code generation, testing, and defect prediction.
• Better security and compliance integrated early in the development process.

Challenges require overcoming cultural barriers, ensuring proper tool adoption, and maintaining a balance between innovation and risk management. Companies like AT&T and Capital Group exemplify successful implementations, leading to increased efficiency and competitiveness. Ultimately, adopting these practices is essential for thriving in the AI era, enabling organizations to adapt, innovate, and meet evolving market demands.