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Our Q4 FY26 letter to shareholders
☁️ From the CEO Fellow Shareholders, Q4 was another outstanding quarter, capping off an incredible fiscal year. We’re firing across every strategic priority – enterprise, AI and the system of work – while driving durable, profitable growth. Customers are increasingly turning to Atlassian as a trusted, long-term partner as they navigate their AI transformations and […]
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From prompts to orchestration: Scale AI coding agent impact with Jira Automation
Jira Automation now lets you trigger GitHub Copilot, Cursor, or Claude as a step in any rule. Set conditions, hand off work to agents automatically.
Stop stitching together HR tools. Start Connecting Them.
HR doesn’t have a tool problem, it has a connection problem. The Atlassian Ecosystem turns fragmented systems into one intelligent system of work. HR has quietly become one of the most cross-functional operations in any organization. Onboarding a new hire touches IT provisioning, payroll, compliance training, manager coordination, and knowledge management, often across a half-dozen […]
“You should be a little uncomfortable”: How Cursor is navigating the new shape of product craft
Every week, it seems like the rules change for building products. We’re all figuring this out in real time, and one of the best ways we’ve found to do that is to sit down with other leaders who are in the thick of it. That’s why Atlassian recently started a series called AI Talks at […]
Meet the new Rovo Chat: One prompt, multiple steps, zero hand-holding
The new Long Horizon reasoning engine replaces multi-agent routing with a single reasoning loop — and the results speak for themselves. For the first generation of Rovo Chat, we built what made sense at the time: a multi-agent routing system. One agent for Jira, one for Confluence, one for Slack. Each an expert in its […]
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Inside Atlassian
Get the latest research and insights on AI, teamwork, and more.
Connect Trello to Your Favorite AI Assistants with Trello MCP
Great ideas can start with a random spark at 2 a.m., grow through a planning session with ChatGPT, or take shape in a brainstorm with Claude. AI helps you plan, but getting that plan into Trello has always been a manual, momentum-killing process. Today, that changes. Trello now uses MCP (a shared standard that lets […]
Why AI alone isn’t enough for enterprises (and what Mercedes-Benz did about it)
How connected data and AI agents are closing the gap between individual productivity and enterprise-wide transformation.
Why individual AI speed isn’t delivering the ROI CIOs expected
89% of executives say AI has increased speed. Only 6% can point to org-wide ROI. IDC’s Wayne Kurtzman and Atlassian’s Liz Fosslien unpack what’s missing
New research reveals how AI is making jobs bigger
New research from Atlassian’s Teamwork Lab finds that the more people use AI, the more their capabilities expand—suggesting AI is broadening what workers can do,
AI made your people faster. But it’s your office that’s slowing them down.
AI made individuals faster, but your office is still designed for the old bottleneck. Atlassian research reveals a new framework for the AI-enabled office.
Atlassian’s guidelines for writing with AI
How should we use AI to write? AI is a helpful tool but, without guardrails, its writing can fall flat. We joke about AI tells
Transforming teamwork: Unlocking AI-driven success in cloud
Moving to cloud is a major step forward. What happens next — how teams plan, share, and use AI together — is what separates leaders
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.
Great managers meet uncertainty with curiosity and confidence
Author Mark C. Crowley explains why comfort with the unknown is foundational for employee well-being.
Good people management begins with self-understanding
Author Margaret Andrews shares the unsung importance of knowing yourself, plus a worksheet to kickstart your self-understanding journey.
How to minimize the impact of manager changes
Outcomes hinge on how the transition is handled, not how often it happens.
Advice for first-time managers, from leaders who’ve been there
If you’re new to leading a team, take these 29 tips from a slew of seasoned managers.
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.
The Dunning-Kruger effect: why and how we overestimate our own abilities
We all have the tendency to overestimate our own abilities (yes, even you). Here’s how to make sense of this cognitive bias.
Brain drain: Are Zombie Projects eating your team’s productivity alive?
Picture the scene: You’ve returned from a wonderful holiday break, invigorated to tackle ambitious projects, and then it hits you. Maybe it’s pinned to your
Toxic positivity at work: how to spot it and squash it
Though well-intended, extreme optimism can hurt more than it helps. Here’s how you can trade false reassurance for true resilience.
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 Atlassian Williams F1 Team uses Assets to drive performance
How a Formula 1 team established full asset visibility from the garage to the race track with Assets and Jira Service Management The learnings in
The Board Should Work For You
Today we’re rolling out seven new AI features across Trello for every paid user on a Standard, Premium, or Enterprise plan. Individually, each one erases
Bitbucket Tests now supports tracking tests from multiple branches
Tracking tests on non-default branches was one of the most requested capabilities during the Bitbucket Tests (beta). We heard you, and today, we’re shipping it.
Give AI agents the full picture with Loom video prompts
Record your screen, talk through what you want done, and let Loom generate a structured action plan agents can use to execute tasks.
Share packages across your workspace with internal packages
We launched Bitbucket Packages to give teams one place to manage code, pipelines, and artifacts, and we’ve been expanding it ever since, first with Maven
Custom deployment permissions for your environments (Beta)
You shouldn’t have to grant full repository admin rights just to let an engineer or release manager trigger a deployment. To solve the all-or-nothing access
Fix Bugs Faster with Atlassian Rovo MCP
Most new tools get introduced through a feature list. I’d rather start with a workflow. That’s how I approached the new Rovo MCP server. Instead
How We Brought Enterprise-Managed Authorization to Rovo MCP with XAA and ID-JAG
We recently added support for Enterprise-Managed Authorization in Atlassian Rovo MCP server using Cross-App Access (XAA) and the Identity Assertion JWT Authorization Grant (ID-JAG). In
Spec-driven AI Migration: How Nearly 2 Quarters of Work Was Completed in One Week
A small team migrated 100+ GraphQL fetchers by turning Jira tickets into behavioral specs that AI agents could execute against. We recently migrated 100+ GraphQL
Production-grade ingestion with orchestration
Make your Forge connector production-ready with orchestration — recurring schedules, hierarchical fan-out, failure classification, and resilient ingestion. This is Part 2 of a two-part series
Bring any data into Atlassian system of work
Architecture, module design, and connection lifecycle for bringing external data into Atlassian’s system of work. This is Part 1 of a two-part series on building
Why AI Agents Drift Mid-Task and How a Multi-Agent System Fixes It
How specialist agent orchestration anchored to Jira keeps complex coding tasks on spec. You have probably felt this. You hand a capable AI agent a
HR in the age of abundant intelligence – what we believe
Atlassian’s People Team believes the future will only be discovered through experimentation. These are their bets for the HR craft.
Long Horizon: How Atlassian Built a Reasoning Engine for Complex AI Tasks
Last December, when the Rovo hybrid orchestrator was introduced, a hierarchical multi-agent system was introduced, where specialized subagents last introduced, one for Jira, one for
Atlassian’s DESIGN.md is here: what we learned testing portable design context in practice
We tested Google’s DESIGN.md format against our MCP server and AI skills to see where a single portable markdown file fits in your design system
Architecting Scalable ML Platforms: The Integrated Infrastructure and Acceleration Behind Rovo
A novel, enterprise-scale architecture for modular ML development, high-velocity experimentation, and embedded governance – powering thousands of production workflows that underpin AI systems serving millions
How Content Assistant raised the design quality bar without slowing us down
AI is moving fast, and Atlassian app teams are rolling out new features at a cracking pace! In a quest to make sure that UX
The future of product craft: Why AI-native PMs build better products, not just work faster
AI use is accelerating across the modern enterprise. Teams are moving faster. The barrier to building will continue to drop. But the cost of building
See our newest AI research
The tech we love to hate is the tech we’d hate to lose
New research from Atlassian’s Teamwork Lab finds that even as knowledge workers are uneasy about AI’s broader impact, they increasingly embrace it at work, would fight to keep it, and need it more than they think.
Stop counting who uses AI. Start finding who’s transforming with it.
At Atlassian, we’ve gone through three evolutions of how we measure employee AI adoption. Each time we changed the metrics, we learned something telling about what the old numbers were hiding.
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How Atlassian leaders are building a culture of AI-fluent teams
According to Atlassian’s 2026 State of Teams report, a growing gap has emerged: while AI makes individual tasks faster, many teams are struggling to keep that work aligned. In this panel discussion, Atlassian executives share an inside look at how they are operationalizing AI within their own departments to turn early experimentation into durable, connected […]
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.
How Atlassian Williams F1 Team is building an AI-led System of Work
In 2025, we shared how Atlassian Williams F1 Team started aligning strategy, work, knowledge, and AI to unlock the potential of a connected System of Work. Now see what happens when they design for flow. We’ll unpack how Williams is rebuilding purpose, work, knowledge, and intelligence flows across the organization – using the Atlassian System […]
Permission to build: Hardwiring a founder mindset into the enterprise
What does it take to maintain a founder’s mindset when your organization scales from a garage to a global powerhouse? Atlassian CEO and co-founder Mike Cannon-Brookes sits down with Reddit co-founder and Seven Seven Six investor Alexis Ohanian to talk leadership and teamwork amid the rapid technological shifts brought by AI. Drawing on their founder […]
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How Axel Springer is using Rovo Dev to help engineering teams focus on higher-value work
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Inside Atlassian
Research and insights on how teams can deliver with AI.