How to Test Smarter with the New AgileTest Agents - Rovo Integration

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Happy Friday guys and also Happy New Year to everyone in the community! This is my first article in 2026, and I'm truly excited to introduce you to our very own: AgileTest Agents, integrated directly in Atlassian's Rovo.  

AgileTest Agents that bring the power of Atlassian’s AI technology directly into your testing workflow. With this release, testers and QA teams can now manage executions, analyze test progress, and generate test cases faster and more intelligently—all within AgileTest.

Let’s explore what these AI Agents could help with in your testing activities!

1. AgileTest Summary & Analyzer 

Summarize Daily Test Execution

You no longer have to track test results at the end of the day manually. Instead, you can instantly track this information, including test status, assignees, and results, just by asking the AgileTest Summary & Analyzer Agent. 

Display Sprint Test Progress

You can directly request AgileTest Agent to show the sprint progress of your testing. Total executions, pass/fail rates, and pending tests will be displayed for you to assess sprint quality and progress with precision.

Show Recent Test Failures

Need to re-run previous failed test cases? AgileTest Agent can help to identify failed tests from a specific time period. This allows your team to focus on the latest issues, monitor failure patterns, and plan faster resolutions with developers.

Indicate Most Failed Test Cases

No critical failures with high failed frequency can be missed. AgileTest Agent helps uncover recurring issues by viewing the most frequently failed test cases. This insight helps QA teams refine unstable tests and prioritize retesting efforts effectively.

Calculate Test Type Ratio

Knowing exactly the percentage for each test type: manual, imported, and automated test cases within your selected timeframe within seconds. Your test project will be much more balanced and aligned with project goals.

Check Unexecuted Test Cases

Catch up quickly with pending and un-executed test cases with the help of AgileTest Agent. All planned tests are ensured to be completed before closing a sprint or release for complete coverage.

Track Work Items

Retrieve related test cases, plans, and executions of any members through a single request. This centralized view enhances traceability and simplifies project tracking for you and all your team.

2. AgileTest Generator 

Accelerate your test design with AI-powered test generation. The AgileTest Generator helps you create consistent and detailed test cases directly from requirement descriptions. Generated cases can be linked instantly to existing requirements, saving time and maintaining end-to-end traceability.

Please note that AgileTest Agents are still under development, and they can only support you within these 8 use cases. Requests outside this scope may receive improper answers.

Conclusion 

With the AgileTest Agents update, AgileTest Agents takes a major step forward in AI-assisted testing. You can now:

• Summarize and analyze daily or sprint-level test execution in real time.
• Generate and manage test cases automatically using Atlassian AI.
• Track unexecuted and failed tests efficiently to strengthen coverage.

This release focuses on speed, intelligence, and visibility, helping your team test smarter than ever before.

Explore the new features today and experience the future of AI-powered test management in Jira!

Note: To utilize the agents, you should enable the Rovo first, and use the Agents to assist in your test management. You can book a demo with our team for a session, fully customized to your team's testing workflow.