Jira Transforms Into AI-Native Development Platform, Boosting Agent Output by 44% While Cutting Token Usage Nearly in Half
Summary
Jira has evolved into an AI-native development platform, enabling teams to orchestrate AI coding agents at scale while a new Teamwork Graph delivers 44% better agent output and nearly 50% fewer tokens used, according to a 2026 Atlassian study.
Key Points
- Jira is now built for AI-native software development, allowing teams to plan, orchestrate, and scale AI agents from a single platform while integrating with tools like GitHub, Confluence, Cursor, and Claude.
- A new Teamwork Graph provides rich contextual data across an entire tech stack, resulting in 44% better agent output and 48% less token usage according to an Atlassian Engineering Productivity Study from 2026.
- Engineering teams can assign tasks directly to AI coding agents such as GitHub Copilot or Codex, monitor their decisions in real time, review full session histories, and deploy repeatable background work safely at scale.