AI-driven large-scale software development: How to develop faster without compromising quality

Introduction

Artificial intelligence is redefining how software is built. Tools capable of generating code from natural language instructions have dramatically reduced development times, paving the way for faster and more efficient delivery cycles.

However, this acceleration raises a critical question: Is it possible to increase speed without compromising quality?

At Rootstack, the adoption of practices like Vibe Coding has shown that the answer is yes—but only when implemented within a robust framework of control, technical expertise, and best practices. This document explores how to achieve that balance in enterprise environments.

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