Documenting code functionality for maintainability (which considers how easily code can be improved) can be completed in half the time, writing new code in nearly half the time, and optimizing existing code (called code refactoring) in nearly two-thirds the time (Exhibit 1). delivering impressive speed gains for many common developer tasks (see sidebar, “About the research”). Our latest empirical research finds generative AI–based tools 1 Includes both generative AI-based tools trained to have natural conversations through prompting and those trained specifically on code base and embedded into a developer’s integrated development environment (IDE). This article is a collaborative effort by Begum Karaci Deniz, Chandra Gnanasambandam, Martin Harrysson, Alharith Hussin, and Shivam Srivastava, representing views from McKinsey Digital.
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