As AI transforms software development, enterprise solutions need both natural language coding and structured platforms to balance innovation with governance.

The New Stack is a publication covering trends and technologies in cloud-native development, DevOps, and software delivery. Developers can learn about containerization, Kubernetes, and cloud computing, as well as explore topics such as microservices architecture, serverless computing, and continuous integration/continuous delivery (CI/CD) pipelines.

The New Stack

AI-driven software development is revolutionizing the industry, but pure AI coding faces limitations in enterprise settings due to the need for governance, security, and compliance. Pega suggests a hybrid approach combining AI and structured platforms to create business assets rather than raw code, ensuring both innovation and responsibility. This method, termed AI application generation, uses AI to generate workflows while maintaining oversight essential for regulated industries.

Why Pure AI Coding Won’t Work for Enterprise Software

The Pitfalls of Unstructured AI Development

The Middle Path: AI Application Generation

Blueprint: AI Meets Structured Workflow Design