Advancing modern teamwork
AI thinking and product news to unleash the potential of teams
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AI Teammate Play
Realize the full potential of AI teammates by building your first agent, specifically tailored to meet your unique needs and workflows.
How Rovo helps teams start work 30% faster
After a year of our users leveraging Rovo’s AI capabilities within Jira, we analysed usage data to identify if and how users’ productivity had been impacted. We found that users who adopted Rovo’s AI capabilities within Jira started work 30% faster and ultimately get an extra day of productivity each month — time that can be […]
Adam Grant on how AI reshapes work: why agility beats ability
Practical lessons for leaders redesigning teamwork in an AI-first era
Guide to Rovo Agents
Are you curious about how to incorporate Rovo Agents into your team and get the best results? Join us as our team walks you through how to create Agents and use them in your workflows.
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Inside Atlassian
Get the latest research and insights on AI, teamwork, and more.
The Total Economic Impact™ Of Atlassian Loom
A Forrester Total Economic Impact™ (TEI) study to examine the potential return on investment (ROI) enterprises may realize by deploying Loom.
From pilots to productivity: How one AI leader operationalizes enterprise AI
AI may be helping individual employees work faster, but most organizations still struggle to turn individual wins into enterprise-wide execution gains. The gap between isolated
30.8% Faster PRs: How AI-Driven Rovo Dev Code Reviewer Improved the Developer Productivity at Atlassian
Rovo Dev code reviewer reviews your pull requests (PR), proactively catching quality, security, and performance issues early while recommending best practices for code quality and
Creating with Rovo: How We Built a Collaborative AI Canvas
Learn how Rovo’s collaborative AI canvas was engineered—unifying streaming, structure, and agent-powered workflows to build smarter content creation features.
What actually changes when AI joins your research process
A real workflow for compressing weeks of research into hours, without losing the judgment that makes research useful.
Stop guessing at AI ROI: A four‑stage framework for real results
Stop guessing at AI ROI: A four‑stage framework for real results
A Design Technologist’s Take on AI Builders Week
Last week, Atlassian hit pause on business-as-usual. 1,400 designers and product managers were invited to participate in AI Builders Week with one goal: stop theorizing
How to handle team conflict as a first-time manager
Three scenarios specific to new managers, plus what to do when all else fails.
75 inspirational leadership quotes you haven’t heard yet
For something to inspire and support your work, take a look at these quotes from true leaders.
Your employees might not feel like they matter. These are the subtle signs
As humans, the only way to survive and thrive is through our relationships with other people. That means mattering to others is a survival instinct,
How to avoid “manager crash” in 2025 and beyond
Meaningful steps organizations can take to support wellbeing, bolster resilience, and set the stage for leaders to thrive.
How to delegate when you’re wired to do the work
Getting input from your team about their capacity, strengths, and preferences makes it easier to loosen your grip.
How to make work more meaningful for your employees
If you were asked for examples of “meaningful work,” what comes to mind? Roles like paramedic, teacher, or humanitarian aid worker might be some common
All brains on deck: 10 best practices for knowledge-sharing
One person’s knowledge isn’t enough to execute the work that really matters. Even your team can’t go it alone. To make great things happen, your
How hands-on workshops boost teamwide AI confidence
When teams learn by doing, AI stops feeling abstract and starts driving real behavior change, from higher usage to stronger everyday skills.
Better together: 8 essential teamwork skills to master
Use these strategies to align expectations, streamline communication, and crush your goals.
How to implement goal refresh cycles on your team
Five steps to shift from annual goal setting to a quarterly refresh rhythm for better results.
How to harness the power of professional development goals
Feeling stuck? Professional development goals might be the remedy you need.
17 scripts for difficult conversations at work
From negotiating a salary to addressing team conflicts, we’ve got you covered.
The Next Chapter for Compass
Equipping Engineering Teams for the AI‑Native SDLC Over the last few years, Compass has helped thousands of developers answer a fundamental question: What do I
Rovo Chat in Bitbucket now understands your Pipelines
Why did your build fail? Ask Rovo, get a clear answer, and even a way to fix it, from anywhere in Bitbucket Pipeline debugging is
Your feedback tool is not there to tell you what to build
By Mehdi Boudoukhane and Thibaut Nyssens – from their work building feedback systems at Cycle, now part of Atlassian
The Atlassian Rovo MCP Server now supports Bitbucket Cloud
The Atlassian Rovo Model Context Protocol MCP Server now supports Bitbucket Cloud. AI clients like Claude, ChatGPT, Cursor, and VS Code can now browse repositories, create commits, open pull
They committed to 60 engineers’ worth of work with 35 engineers
What happens when capacity planning runs on spreadsheets, and how live data changes the math.
If your roadmap only works for you, you’re doing it wrong
Why purpose-built views create better alignment than one master board
Rovo Dev CLI Ralph Wiggums Loop for Large Scale Test Refactoring
How Rovo Dev CLI optimized overnight 160+ files containing hundreds of tests, speeding up our Bitbucket pipelines
From Days to Hours: Accelerated K8s Debugging with Rovo Dev CLI
The Problem We Faced It started with a blocked Jira ticket when two of our service teams tried to onboard their services onto our Google
Automating Mutation Coverage with AI: Our Journey and Key Learnings
How it all started Early last year (2025), I spent a few hours manually improving mutation coverage for one class. Fast-forward to team’s innovation week
How We Turned Feature Flag Cleanup Into a Mostly‑Hands‑Off AI Workflow
Problem In Atlassian, we ship every new feature and code path behind a feature flag to stage rollouts safely and learn quickly about problems. As
Supercharge your Security Testing with Rovo Dev Skills
Hi! Giuliana and Sam from Atlassian’s Security Testing team here. The Security Testing team oversees all penetration testing at Atlassian and, as an internal team,
Atlas Camp 2026: AI-First Development and Community Collaboration in Amsterdam
Atlas Camp 2026, Atlassian’s flagship conference for developers, wrapped up last month at the Anantara Grand Hotel Krasnapolsky in Amsterdam. The place was buzzing with
Pull request intervention for infrastructure-as-code risks with Bitbucket custom merge checks
Establishing progressive deployments to control blast radius for the most active types of changes in an architecture is often well worth the investment. But what
Building a Multi Region Compliant Customer Data Lake at Scale
Atlassian built a unified customer data lake to overcome limitations in analytics, data export, and operational database strain as their cloud customer base grew. By
Mobbing with AI
Mobbing with AI is a tight loop where the mob designs the work, sets standards, and reviews everything, while AI accelerates execution with fast drafts,
From pixels to beats: Designing the Race Mode Soundscape
At Atlassian, play is often where the real ideas begin. Earlier this year, during our ShipIt hackathon (where Atlassians drop everything to build bold new
Taming Test Flakiness: How We Built a Scalable Tool to Detect and Manage Flaky Tests
Flaky tests erode trust in CI and waste thousands of engineering hours. This article explains how Atlassian built Flakinator, a scalable, stack‑agnostic platform that automatically
Rovo Dev CLI and Mutation Testing to Write Better Tests
Rovo Dev CLI combines powerful AI with mutation testing tools like Pitest to automatically write high‑quality tests, improve mutation coverage, and raise PRs for you.
See our newest AI research
Stop guessing at AI ROI: A four‑stage framework for real results
Stop guessing at AI ROI: A four‑stage framework for real results
The leadership effect: How a single demo nearly doubled AI usage
Inside the 90% spike in AI usage that followed one live demo – and what other leaders can learn from it.
Watch, listen, and learn
Rovo at Work: AI agents in action
See how AI agents are working alongside humans to transform teamwork – right inside the tools you already use.
Webinar Replay: Work Smarter, Not Harder: 3 Ways To Use AI to Stand Out at Work
In this virtual event from Atlassian’s Team Playbook and Teamwork Lab, we’re tackling the gap between effort and recognition.
How CTOs and CHROs will drive the next wave of AI value
AI is everywhere, but 96% of business leaders say it has not translated into company-wide ROI. Join this webinar for a research-backed look at how CHROs and CTOs can partner to drive the kind of AI adoption that delivers meaningful business impact.
Get the most out of Rovo
Use Rovo’s AI-powered search, chat, and agents to find, learn, and act on information across Atlassian and connected third-party apps.
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Atlassian research: Your strategy isn’t broken. Your organization just can’t move.
Driving AI adoption through trust: Insights from Atlassian designer Rachel Shepard
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Inside Atlassian
Research and insights on how teams can deliver with AI.