artificial intelligence, software development, legacy systems, AI transformation, complex systems, software engineering, technology innovation, machine learning, digital transformation

## Introduction

In recent years, artificial intelligence (AI) has emerged as a transformative force in multiple industries, particularly in software development. However, its impact extends beyond mere automation or efficiency improvements. The question remains: what actual changes does AI bring when applied to ...