Advancing modern teamwork
AI thinking and product news to unleash the potential of teams
Everyone agrees on the priorities. Almost no one can see the money and the work behind them.
Your transformation strategy is only as strong as its alignment with team execution and financial investment. Now you can see portfolio health in real time, intervene before initiatives drift, and tie every request and dollar to the priorities that matter. The latest Strategy Collection innovations bring financial investment, delivery risk, and cross-team demand into one […]
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Connect Salesforce to the Teamwork Graph to unlock customer context for your teams and agents
Customer work rarely lives in one place. Salesforce holds the account, opportunity, contact, and case details. Jira shows the product work behind a customer commitment. Confluence holds the account plan, enablement materials, and meeting notes. Jira Service Management tracks support requests and escalations. Slack, Microsoft Teams, Google Drive, and other tools hold the conversations and […]
What high-throughput engineers do differently and why AI widens the gap
We interviewed 15 high-throughput Atlassian engineers. The most interesting finding: AI didn’t make their fundamentals obsolete – it accelerated them significantly.
Your next presentation is already in Confluence
You know the drill when it comes to creating presentations. The afternoons spent creating a deck from scratch – aligning text boxes, copy and pasting images, moving the slides around to find the right flow, the list goes on and on. The problem isn’t that the story isn’t there. It’s that getting the story out […]
Don’t Build AI Governance From Scratch. Just Turn It On.
Every organization is in the middle of an agentic transformation. Teams everywhere are rapidly building and deploying agents that access data, trigger workflows, and influence decisions, often without centralized oversight. That shift happened fast. Faster than most organizations planned for. Gartner ® predicts that “by 2028, an average global Fortune 500 enterprise will have over […]
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Inside Atlassian
Get the latest research and insights on AI, teamwork, and more.
Why better tickets help agents write better code
A small team built a production-grade compensation app with AI agents. Per engineer, we shipped 5x more code and wrote 5x more Jira tickets, and the tickets scored far higher on quality.
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
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,
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.
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
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
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.
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.
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
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
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
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
See our newest AI research
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.
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.
Watch, listen, and learn
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.
The new shape of teamwork: Designing the Human+AI workforce
Wharton professor and leading AI researcher Ethan Mollick, Magnus Östberg, Chief Software Officer at Mercedes‑Benz AG, and Emily Chang, award‑winning tech journalist and television host, explore what’s working now, what’s not, and how successful teams will build with AI toward long-term advantage.
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 […]
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 like em-dash overuse and “it’s not X, it’s Y,” but issues with over-reliance on AI writing go deeper. On Atlassian’s Brand team, these areas are top of mind. We want […]
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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.