The State of DevOps Modernization Report 2026

The report explores the impact of AI coding tools on developer teams, revealing a complex dynamic between speed and stability in software development processes. While AI-assisted coding has accelerated deployment frequencies, with many teams deploying products daily or multiple times a week, it has also introduced challenges such as increased deployment problems, security vulnerabilities, and compliance issues. These issues are more pronounced among users who frequently rely on AI tools, suggesting that while AI can enhance productivity, it may simultaneously heighten risks and workload, contributing to developer burnout. The study underscores the need for improved automation and standardized processes to manage the increased pace and complexity effectively. Despite the challenges, many teams rate their DevOps capabilities highly, indicating a recognition of the need for further improvement in managing AI's integration into development cycles. The report is based on a survey conducted by Harness and Coleman Parkes, involving 700 engineering practitioners and their managers across several countries.