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Learn how to build a Jira Analytics AI Agent using Google ADK and Atlassian MCP

For as long as I've been using Jira, I've wanted an easy way to analyse ticket cycle times and workflow transitions, and now I can do it with a little help from an LLM.

What was previously difficult to achieve without external paid plugins has not only become easy and quick to implement, ๐—ฏ๐˜‚๐˜ ๐—บ๐—ผ๐—ฟ๐—ฒ ๐—ถ๐—บ๐—ฝ๐—ผ๐—ฟ๐˜๐—ฎ๐—ป๐˜๐—น๐˜†, ๐—œ ๐—ฐ๐—ฎ๐—ป ๐—ฐ๐—ฟ๐—ฒ๐—ฎ๐˜๐—ฒ ๐—บ๐˜† ๐—ผ๐˜„๐—ป ๐—ฐ๐˜‚๐˜€๐˜๐—ผ๐—บ ๐˜ƒ๐—ถ๐˜€๐˜‚๐—ฎ๐—น๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—ฎ๐—ป๐—ฎ๐—น๐˜†๐˜‡๐—ฒ ๐˜๐—ต๐—ฒ ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—ฒ๐˜…๐—ฎ๐—ฐ๐˜๐—น๐˜† ๐˜๐—ต๐—ฒ ๐˜„๐—ฎ๐˜† ๐—œ ๐˜‚๐—ป๐—ฑ๐—ฒ๐—ฟ๐˜€๐˜๐—ฎ๐—ป๐—ฑ ๐—ถ๐˜ ๐—ฏ๐—ฒ๐˜€๐˜.

If youโ€™d like to explore and build your own Jira analytics agents, this video is a great starting point.

https://youtu.be/vKniUPrz51Y

When it comes to cycle time and development tickets, I've worked with teams that configured an astounding amount of statuses (it was making me dizzy looking left to right and right to left on a board) to get better oversight of their development process. But I've never actually seen these workflows measured, and unsurprisingly, nothing actionable ever came out of all that ...

Iโ€™m curious โ€” whatโ€™s your experience with measuring ticket cycle times?

 

2 comments

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Akash Singh
Community Champion
October 13, 2025

Absolutely awesome work, @Jeny Stoeva! This has truly inspired a wave of new ideas for me today

Theresa Test
I'm New Here
I'm New Here
Those new to the Atlassian Community have posted less than three times. Give them a warm welcome!
June 17, 2026

Thank you!

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