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AI thinking and product news to unleash the potential of teams
When doing more with AI isn’t enough: Three patterns quietly undermining your team’s impact
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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.
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 impacted. We found that users who adopted Rovo’s AI capabilities within Jira started work 30% faster and ultimately get an extra day of productivity each month — time that can be […]
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
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.
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Inside Atlassian
Get the latest research and insights on AI, teamwork, and more.
Press Release: Atlassian Launches New AI Features in Confluence
New Remix feature and pre-built partner agents enable teams to instantly transform Confluence pages into charts, prototypes, presentations, and apps — while preserving context
AI takes a seat on the team
Monthly insights into human-AI collaboration – and how to make it work for your teams.
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.
7 ways to reinvest the time AI saves you at work
Learn how to turn your newfound free time into opportunities for growth, connection, and innovation.
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.
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.
Why 2026 will be the year AI grows up
The AI-native workforce is about to change everything.
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.
Lead how they need: adopting a situational leadership style
Turns out, effective leadership is less about particular style, and more about adapting to the situation.
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.
How to make work more meaningful for your employees
If you were asked for examples of “meaningful work,” what comes to mind? Roles like paramedic, teacher, or humanitarian aid worker might be some common
The Johari window: a fresh take on self-reflection
Discover traits you may not see in yourself by asking your team to participate in this illuminating personality assessment.
6 types of meetings that are worth your time (and 3 that aren’t)
The secret to good meetings? Knowing when you actually need one.
95 motivational teamwork quotes you’ll actually like
A curated list of teamwork quotes to inspire you and your team to do great work together.
7 tips for better 1-on-1 meetings
It’s overlooked, underappreciated, and oft-rescheduled. Time to give the humble 1-on-1 meeting the focus it deserves.
Which Atlassian app are you? Take our quiz to find out!
Discover your collaboration superpowers and who would be on your dream team.
Work is no place for a frenemy
Don’t waste your precious time on fake friendships. Instead, learn to set boundaries and collaborate with anyone.
Bitbucket Packages now supports Maven and npm
Few months back we launched Bitbucket Packages with a native container registry, giving teams a way to manage container images right alongside their code and pipelines.
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.
The Next Chapter for Compass
Equipping Engineering Teams for the AI‑Native SDLC Over the last few years, Compass has helped thousands of developers answer a fundamental question: What do I
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.
Rovo Chat in Bitbucket now understands your Pipelines
Why did your build fail? Ask Rovo, get a clear answer, and even a way to fix it, from anywhere in Bitbucket Pipeline debugging is
Your feedback tool is not there to tell you what to build
By Mehdi Boudoukhane and Thibaut Nyssens – from their work building feedback systems at Cycle, now part of Atlassian
From Days to Hours: Accelerated K8s Debugging with Rovo Dev CLI
The Problem We Faced It started with a blocked Jira ticket when two of our service teams tried to onboard their services onto our Google
Automating Mutation Coverage with AI: Our Journey and Key Learnings
How it all started Early last year (2025), I spent a few hours manually improving mutation coverage for one class. Fast-forward to team’s innovation week
How We Turned Feature Flag Cleanup Into a Mostly‑Hands‑Off AI Workflow
Problem In Atlassian, we ship every new feature and code path behind a feature flag to stage rollouts safely and learn quickly about problems. As
Supercharge your Security Testing with Rovo Dev Skills
Hi! Giuliana and Sam from Atlassian’s Security Testing team here. The Security Testing team oversees all penetration testing at Atlassian and, as an internal team,
Atlas Camp 2026: AI-First Development and Community Collaboration in Amsterdam
Atlas Camp 2026, Atlassian’s flagship conference for developers, wrapped up last month at the Anantara Grand Hotel Krasnapolsky in Amsterdam. The place was buzzing with
Forge Architectural Patterns
Software architecture patterns define standardised, battle-tested solutions to recurring problems. The adoption of architectural patterns often improves robustness, performance, and/or usability. They also create a
Building a Multi Region Compliant Customer Data Lake at Scale
Atlassian built a unified customer data lake to overcome limitations in analytics, data export, and operational database strain as their cloud customer base grew. By
Mobbing with AI
Mobbing with AI is a tight loop where the mob designs the work, sets standards, and reviews everything, while AI accelerates execution with fast drafts,
Taming Test Flakiness: How We Built a Scalable Tool to Detect and Manage Flaky Tests
Flaky tests erode trust in CI and waste thousands of engineering hours. This article explains how Atlassian built Flakinator, a scalable, stack‑agnostic platform that automatically
Rovo Dev CLI and Mutation Testing to Write Better Tests
Rovo Dev CLI combines powerful AI with mutation testing tools like Pitest to automatically write high‑quality tests, improve mutation coverage, and raise PRs for you.
Under the Hood of Confluence Race Mode
Discover how we built Race Mode, a mini-game in Confluence whiteboards, combining play, performance, and fun for teams.
Automating Customer Support with JSM Virtual Agent
Explore how Atlassian’s JSM Virtual Agent uses AI to automate customer support, streamline chat workflows, and deliver faster, more accurate resolutions for teams worldwide.
See our newest AI research
Stop guessing at AI ROI: A four‑stage framework for real results
Classic ROI math is linear—but AI value compounds. Here’s how to measure enterprise AI ROI over time.
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.
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Rovo at Work: AI that moves work forward
Built to understand the unique context of your projects and apps, Rovo moves beyond generic answers to help your team actually get work done.
Webinar Replay: Work Smarter, Not Harder: 3 Ways To Use AI to Stand Out at Work
Stop being the busiest person in the room! Here’s how to get recognition for your AI-driven work.
AI ROI unlocked: How CTOs and CHROs will drive the next wave of AI value
AI is everywhere, but 96% of business leaders say it has not translated into company-wide ROI. Join this webinar for a research-backed look at how CHROs and CTOs can partner to drive the kind of AI adoption that delivers meaningful business impact.
Get the most out of Rovo
Use Rovo’s AI-powered search, chat, and agents to find, learn, and act on information across Atlassian and connected third-party apps.
Rovo at Work: AI agents in action
Meet the next evolution of teamwork with Rovo at Work—spotlighting Atlassian’s AI agents in action.
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Rovo at Work: AI that moves work forward
Introducing Rovo Think Deeper: Stronger reasoning, right when you need it
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Inside Atlassian
Research and insights on how teams can deliver with AI.