Advancing modern teamwork
AI thinking and product news to unleash the potential of teams
Atlassian Teamwork Graph: The context engine behind your AI—everywhere
Meet the Teamwork Graph: Atlassian’s context engine powering AI everywhere—across your tools, teams, and agents. See what’s new from Team ’26.
The AI efficiency paradox: What to do when AI boosts productivity but not results
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How to shift your mindset from “AI as a tool” to “AI as a partner”
The real advantage of using AI comes from teaming up, not just speeding up.
Teamwork in an AI era
Learn how to move from a few power users to empowered teams and hear from the industry leaders shaping AI-powered work.
AI theater vs. AI fluency: The sneaky patterns that hold back AI results
William Gibson said this in 1984, but it’s very much where we are with AI today. AI tools for everything from coding generation to editing video have crash-landed into our workflows. Autonomous agents are just as capable as interns (or are they?). The race is on to become AI-native. But for many, it feels more […]
Inside Reddit’s IT playbook: Building for scale and AI-readiness
From tool chaos to trusted AI: how Reddit modernized IT for 4,000 employees
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Inside Atlassian
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How customers are using Confluence Agents to turn knowledge into action
Docs aren’t just records anymore — they’re fuel for agents that plan, collaborate, and ship with you.
Four warning signs your AI and collaboration investments aren’t paying off
Learn to transition from fragmented tools to a connected system of work that makes AI actually work for IT teams.
AI’s speed paradox: why faster individuals don’t mean faster organizations
AI has accelerated execution, but misalignment is quietly eroding shared outcomes. Here’s what leaders can do next.
AI isn’t a productivity hack. It’s a team sport
Four moves leaders can take now to foster time, trust, and clean data so AI can drive results across your team
When doing more with AI isn’t enough: Three patterns quietly undermining your team’s impact
The AI productivity paradox is real. Here’s how to turn AI busywork into real impact.
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
How executives can bridge the strategy-execution gap for tech-driven organizations
Learn how C-levels can remove chaos and drive clarity by building a truly connected enterprise and optimizing their approach to AI.
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.
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.
3 ways AI alert grouping is transforming on-call engineering at Atlassian
Learn how Atlassian saved 839 hours in 28 days using AI Alert Grouping in Jira Service Management
Introducing Flex: A Flexible Commercial Model for the AI Era
Built for enterprise agility, a new value-based model helps customers keep pace with AI-driven change
Announcing the 2026 Atlassian Impact Maker Award Winners
Live from Team ’26 in Anaheim | May 6, 2026
Introducing new AIOps integrations with Lansweeper, Coralogix, and Honeycomb
Accelerate incident resolution with unified asset, log, and trace intelligence
Rovo makes AI-native teamwork real for the enterprise
Team up with agents that have the full story behind your work so they can search, reason, and act on what matters most
Built for the Next Era of Teamwork: What’s New in Teamwork Collection
We’ve all been there – toggling between six tabs, copying content from one tool into another, and wondering if anyone actually read the brief. The
How Amdahl’s Law still applies to modern-day AI inefficiencies
Discover how a computer science theory from 1967 may be a compass for AI-driven productivity gains across the enterprise.
Agent Context Pruning: How Rovo Dev keeps long sessions useful
AI agents become more useful as they work through longer tasks. But longer tasks also create a memory problem. A serious coding agent accumulates a
MCP Compression: Preventing tool bloat in AI agents
Model Context Protocol (MCP) has made it dramatically easier to connect LLM agents to real tools. The trade-off is that every MCP server tends to
Delivering 120 PRs in two weeks with Rovo Dev in Jira
I’ve had a pretty good experience with our Rovo Dev in Jira solution in the past few weeks. I estimate that I do probably 95%
Using Rovo Dev in VS Code for Architecting Solutions
When we intend to roll out a new software solution that would impact multiple teams, before implementation can start, we need to get overall alignment
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
Behind the scenes of Atlassian’s AI Builders Week
At Atlassian, we are often asked how we are adapting internally to AI and transforming our R&D organization to be AI native. One lever we
Engineering the Forge Billing Platform for Reliability and Scale
Introduction Forge is Atlassian’s cloud app development platform. It’s a serverless, Atlassian-hosted environment that allows developers to extend products like Jira and Confluence, and it
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.
Advancing semantic search for millions of Rovo users
Rovo brings meaning‑aware search, chat, and agents to Jira, Confluence, and your connected tools, so teams can quickly find the right artifacts and move forward
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
Building a more resilient, multi-region Bitbucket Cloud
2025 was an impactful year for Bitbucket Cloud. As we enter 2026, Bitbucket will be continuing this momentum by making architectural improvements aimed at two
See our newest AI research
The State of Teams 2026
See how the top 14% of teams use AI differently to deliver results faster, together
New grads are 1.5x more likely to use AI daily. Here’s why that matters for your hiring strategy.
Companies are cutting new grad hiring to save money. Atlassian research suggests they’re actually cutting their fastest path to AI adoption.
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How Mercedes-Benz delivers software 10x faster with Atlassian
Mercedes-Benz invented the automobile. Now they’re reinventing it — with software, AI, and Atlassian. With 50,000+ employees collaborating on Atlassian Cloud Enterprise, Mercedes-Benz has transformed from a traditional automaker into a high-performing software organization delivering software-defined vehicles at scale.
Atlassian CEO on human-AI agent collaboration
Atlassian CEO and co-founder Mike Cannon-Brookes joins Bloomberg Intelligence senior software analyst Sunil Rajgopal to discuss how Atlassian is embedding AI across Jira, Confluence and service-management tools through its Rovo platform and Teamwork Graph.
AI Brainstorming to Get Unstuck
Turn uncertainty and blank page panic into a clear, shippable plan by talking instead of typing.
Atlassian’s journey to become an AI-native organization
Our journey to becoming an AI-native organization is built on two pillars: the leaders who champion change and the workflows where AI is woven into how work gets done.
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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.