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AI thinking and product news to unleash the potential of teams
Meet the Knowledge Architect: The Role Every AI-First Organization Will Need Soon
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Your Jira Board just got a new kind of teammate
AI agents are now first-class teammates in Jira. Here’s how to assign, mention, and automate them directly in the workflows your team already uses.
Atlassian named a 4x Leader in the 2026 Gartner® Magic Quadrant™ for DevSecOps Platforms
Today, Gartner® named Atlassian a Leader in the 2026 Magic Quadrant™ for DevSecOps Platforms, and placed us highest in execution. It’s our fourth consecutive year as a Leader across the Gartner DevOps and DevSecOps research – a category that has changed underneath all of us as security shifted from a downstream checkpoint to a first-class […]
Driving AI adoption through trust: Insights from Atlassian designer Rachel Shepard
How do you introduce powerful AI agents to users without overwhelming or confusing them? At World Summit AI on October 9th, Rachel Shepard shared how Atlassian tackled this challenge by rethinking the presentation of ‘agents’ in AI design. Rachel, an AI design leader at Atlassian, shares a recent case study from a cross-functional design sprint […]
How co-creating AI working agreements drives confidence and clarity
Get your team aligned on the who, what, when, where, and why of using AI.
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Inside Atlassian
Get the latest research and insights on AI, teamwork, and more.
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 productivity boosts and systemic impact is where many AI investments stall. In my recent conversation with Shivam Khullar, NVIDIA’s director of engineering, we took a candid, practical look at how […]
How AI is Changing Developer Workflows: Lessons From Engineers
AI writes the code. Engineers spend their day on everything else.
Is AI flattening your team’s creativity? Here’s how to tell.
AI can make “good enough” thinking the default. Use this framework to spot the risks of AI over-reliance and decide when humans — not models
The AI efficiency paradox: What to do when AI boosts productivity but not results
Atlassian’s new State of Teams survey of 12,000+ knowledge workers shows AI is helping individuals work faster, but business results aren’t catching up. Here’s why
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
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.
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.
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.
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.
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.
3 ways teams use Rovo and automation in Jira Service Management to speed up resolution
Real-world customer stories of automated triage, translation, and incident follow-through.
Track Deployment status for your PRs (Beta)
You shouldn’t have to leave your PR list to know where your code is deployed. Yet, developers constantly lose time context-switching just to see if
From repetitive tickets to instant resolution: How AI agents help reclaim your service desk for the work that matters
90,000 tickets auto-classified. Zero wait time. A practical guide to deploying Rovo agents in Jira Service Management for instant resolution and measurable ROI. The learnings
How switching to Jira Service Management and Rovo helped Neta cut ticket escalations by 35%
Ever wondered what’s possible when you connect service management, knowledge, and AI on a single platform? Meet Neta, the proprietary software platform for energy and
Atlassian named a Strong Performer in The Forrester Wave™: Strategic Portfolio Management Tools, Q2 2026
We improved across the board — and our Vision and Innovation scores tell a bigger story about where SPM is heading. We’re proud to share
Prevent container image overwrites with immutable tags in Bitbucket Packages
We’re excited to announce that immutable tags are now available for the Bitbucket Packages container registry. With immutable tags, workspace admins can set container image tags from
From Ambiguous Questions to Action: Research Mode in Rovo Dev CLI
Not every developer question starts as a coding task. Sometimes the hard part is figuring out where to look: Jira for work history, code for
Accelerated frontend development with RovoDev in a practical example
How it started What happens when a project estimated at two to three quarters gets built in 14 working days? In 2022, the team built
Rovo Dev in Jira as my Spec Driven executor
Intro – my standard flow In my daily work, I have consistently followed the same workflow (also before AI era). With this method, I consistently
Install once, use everywhere: Multi-app compatibility is now live on the Marketplace
Have you ever gone to the Atlassian Marketplace looking for an app that works with both Jira and Confluence? Maybe you found the perfect solution
Rovo Dev Driven Development – How we built a platform in 4 weeks
What We’re Building We’ve built a platform that will be the secure execution engine behind Atlassian’s AI agent infrastructure. As part of this we needed
Build smarter with Claude Opus 4.7 and deep Atlassian context in Rovo Dev
For a limited time, Rovo Dev Standard customers can use Claude Opus 4.7 with a lower credit multiplier.
The bottleneck keeps shifting: What AI is changing about how we build
Over the past few decades in the technology industry, some of the biggest constraints to building products have been about having enough engineers, time, or
Designing In Variables: How Control Panels Accelerate The Way We Design
A year ago, my workflow looked very different. When a design problem opened up, I explored it by hand. Multiple screens. Multiple flows. Sometimes two
Designing AI products you can depend on
Everyone is shipping AI products now, and most look impressive in demos but fail in the messy reality of daily work. The problem often isn’t
Inside Atlassian’s Merge Queues: How we ship faster with fewer incidents
At Atlassian, we use Merge Queues to ship frequent changes with confidence and streamline pull request merges. Across some of our busiest codebases, Merge Queues
Design Technologists: The role that turns creativity into code
At Atlassian, a new kind of role is collapsing the gap between idea and reality and changing how quickly teams can move from ‘what if’
Streaming Server-Side Rendering in Confluence
Over the past two years the Confluence team has spent a significant amount of time investing into improving performance – halving the 90th percentile latency
See our newest AI research
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.
New research shows honesty about AI use at work is backfiring
New research from Atlassian’s Teamwork Lab finds that workers who disclose using AI are judged as 10x lazier than peers doing identical work, unless their company has built a culture that celebrates it.
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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.
Human + AI collaboration at scale: Highlights from the Team ’26 founder keynote
As organizations work to bring humans, agents, and automation together, teamwork is getting even more complex.
Best practices for writing AI prompts
Prompt engineering is essential for anyone looking to use AI tools, and, like any skill, it takes practice to master.
Zero to hero: Building Rovo Agents
Building high-impact AI agents is a skill any team can master – no coding required. In this session, we break down the exact steps for creating effective AI agents that transform everyday workflows, from identifying the right automation opportunities to designing seamless user experiences. Join Shihab Hamid (Head of Product, Atlassian) and Sushant Koshy (Senior […]
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How Loom turns customer support into a driver of business growth with Atlassian Customer Service Management
How 24 Hour Fitness transformed IT operations with Jira Service Management and Rovo Ops
Introducing new AIOps integrations with Lansweeper, Coralogix, and Honeycomb
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Inside Atlassian
Research and insights on how teams can deliver with AI.