AI/Rovo Article Series

[Dave Rosenlund _Trundl_]

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In December 2025, I started publishing articles on the intersection of AI and Atlassian. A significant number of them are collaborations with other Atlassian Community Champions.

Since then, a number of people have asked for a complete list—and a few have suggested keeping a living index here in the Community.

Here it is. Sorted newest to oldest.

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Title	Published	Core Focus
It Just Got Easier to Build With AI	July 31, 2026	Fit-for-Purpose AI Use
The Unwritten Layer	July 30, 2026	Strategic Change & Technical Foundation
AI Didn't Remove the SDLC Bottleneck. It Exposed It. A reaction to Atlassian's announcement, "The evolution of Jira for AI-native software development."	July 15, 2026	Strategic Change & Technical Foundation
AI Isn’t Moving Too Fast  You’re working with the wrong mental model	June 9, 2026	Technical Foundation
Atlassian Admins in the Age of Rovo: From System Administrators to AI Orchestrators	May 18, 2026	Strategic Change
A Team ’26 Retrospective on AI and Rovo	May 13, 2026	Strategic Change
AI Job Disruption Is Coming—But Not on the Timeline You Think	Apr 21, 2026	Strategic Change
Model Context Protocol (MCP) and Rovo	Mar 24, 2026	Fit-for-Purpose AI Use
AI-Coding Is Not the Same as Software Engineering	Mar 6, 2026	Strategic Change
Migration to Atlassian Cloud is the Perfect Time to Transform | Rovo Can Help	Feb 23, 2026	Cloud Migration & Transformation
How Teamwork Graph Powers Rovo	Feb 9, 2026	Technical Foundation
When Rovo (Atlassian AI) Stops Helping and Starts Hiding Risk	Jan 16, 2026	Cultural & Operational Risk
When to Use Atlassian Rovo AI, and When Not To	Jan 7, 2026	Fit-for-Purpose AI Use
AI Privacy & Security: Rovo Adoption Should Start with Governance	Dec 11, 2025	Governance & Data Risk

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This is an ongoing exploration of what responsible AI adoption looks like in practice across governance, culture, technical foundations, and strategic change.

👉 And you have a say in this❗️

I'm (we are) not done yet — there are more articles in the pipeline and I'm interested in hearing your suggestions. If you have one, drop it in this thread.

[Cidoni Brind]

So timely and relevant!

[Fazila Ashraf]

Fantastic articles on the most needed topics! Thank you for the great work!