Behind The Scenes: How Atlassian Engineering Transformed For The AI Era

Developers save 10 hours weekly using AI for coding but lose the same to friction in the software lifecycle. Only 16% of their time is spent coding, while 84% goes to reviews, bug fixes, technical debt, and coordination, impacting productivity and delivery speed.

This case study shows how Atlassian tackled these issues with data-driven measurement and tooling. By analyzing their SDLC and feedback, they removed bottlenecks. Key results include:

· 45% faster pull requests with AI code review
· 51% of security issues auto-resolved by agents
· 96% faster merge-to-production via CI/CD

Learn how unifying strategy, teamwork, and development transforms delivery.