Advancing modern teamwork
AI thinking and product news to unleash the potential of teams
Building your AI work factory
Most of us do more repetitive work than we realise. Not repetitive in the mechanical sense – not copy-and-paste – but repetitive in structure. This is exactly the kind of problem a work factory is built to solve.
Everyone agrees on the priorities. Almost no one can see the money and the work behind them.
Latest by topic
Jira goes where spreadsheets can’t
New features – capacity planning, project budgeting, custom reporting, and more – all in one place, connected to the work and ready for AI to act on. Every team plans – who has capacity, what things cost, whether the work is on track. But your capacity plan, budget, status updates, and tasks all live in […]
3 AI bets powering Atlassian’s integrated marketing impact
Discover how Atlassian marketing leaders use AI to drive real change and exceed modern needs.
Our Q4 FY26 letter to 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.
Introducing Jira Planner
The missing layer between what your team decides to build and how your agents execute it. The bottleneck in AI-assisted development isn’t code generation. It’s intent. When you leave details out, the model fills in the blanks for you. Omit the scope, architectural constraints, and edge cases, and the agent quickly starts solving a completely […]
Subscribe for more
Inside Atlassian
Get the latest research and insights on AI, teamwork, and more.
Leading with Context: Lessons from Atlassian’s AI Journey
This report reveals the five questions driving our transformation, the frameworks we tested, and what actually accelerated and improved delivery. Learn what our research shows separates teams that simply adopt AI from those that transform with it.
Turn knowledge in Google Drive and Microsoft SharePoint into connected context
Teamwork Graph connectors for Google Drive and Microsoft SharePoint help turn scattered document knowledge into useful context.
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
The future of Jira isn’t just tracking work. It’s delegating it.
TL;DR: I wanted to see what would happen if I mapped AI agent capabilities to the functions of a software team. So I built a
Bring GitHub context into Rovo with the Teamwork Graph connector for GitHub
GitHub in Rovo for software teams AI is making it faster to write code. The new bottleneck is understanding the work around the code: what
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
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.
How to handle team conflict as a first-time manager
Three scenarios specific to new managers, plus what to do when all else fails.
5 micro-challenges to make your team stronger this week
Strengthening your team’s performance doesn’t have to mean a complete overhaul of your rituals and tools. A little consistency – in how you collaborate, connect
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.
Agents are in Confluence (and wherever you need them to be)
@mention an agent on any page and it creates, edits, and comments alongside your team. Through the Atlassian Rovo MCP, the same agents work from
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
How We Used Agentic Pipelines to Swarm Documentation
A feature is not really shipped when just the code lands in production. It is shipped only when the documentation tells the same story. For
Getting Ready for Connect End of Support
Note: This post applies to Connect apps for Jira and Confluence. Bitbucket Connect end of support information can be found here. Since we announced Connect
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
Shattering the service quo starts with context
New industry analyst reports recognize Atlassian as a leader in service management AI is changing expectations for service. Employees want help that feels seamless. Customers
Forge LLMs API is now GA: Here’s how you can build AI-native apps on Atlassian
Today, we’re announcing the Forge LLMs API is now generally available for all developers. Large language models are now everywhere—embedded in the apps we use
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.
Every agent. Every state. Full visibility in Jira.
See what’s stuck, what’s shipping, and what’s complete. All in one place. Starting today, every software team working in Jira can get visibility into agents
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
Inside AI Builders Week: How teams work in the AI era
Each quarter, we ask some of our R&D teams to take a week away from the day-to-day to experiment and innovate on AI. We call
“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
From tool to teammate: How one Atlassian team made AI a real coworker
In Q4 FY26, Atlassian’s People Insights (PI) team stopped treating AI as a productivity add-on and committed to something harder: fully agentifying its operations.
How Atlassian and Dropbox are driving effective AI transformation
Adopting AI technology without an effective strategy is costing the Fortune 500 an estimated $161 billion a year.* Enterprises are making big investments in this
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
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.
You don’t need a team of AI experts. You just need one.
New research from Atlassian’s Teamwork Lab found that adding a single AI superuser made teams more likely to achieve a top score during ShipIt.
Watch, listen, and learn
How offices must change for the AI era
Atlassian recently conducted internal research indicating that, despite not requiring employees to work from an office, physical spaces remain essential to meeting their interpersonal needs. Dr. Alisa Yu, Senior Research Manager in Atlassian’s Teamwork Lab, shares: “AI doesn’t need an office, but the humans using it do – for the energy, creativity, and momentum that […]
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 Play/Pause Days
How well does your team know when to use AI and when to trust its own expertise? Run this Play to find out. Spend one workday using AI as much as possible, one workday without it, then compare notes and agree on the habits worth keeping.
How KFC Uses AI Agents to Ship Software Faster
KFC’s engineering teams were drowning in release admin — chasing people for risk assessments, impact details, and component info. Not anymore. Now their custom Change Agent (built with Atlassian Rovo) pulls up everything teams need against a release — risk, impact, associated components — instantly. The result? Massively reduced admin time, engineers doing what they […]
Explore more
How Axel Springer is using Rovo Dev to help engineering teams focus on higher-value work
Subscribe to unleash the potential of your team
Inside Atlassian
Research and insights on how teams can deliver with AI.