Advancing modern teamwork
AI thinking and product news to unleash the potential of teams
Latest by topic
Atlassian Design System: Building the context engine for the AI era
Design systems are no longer ‘just’ about consistent UI and component libraries. They’re strategic capabilities that harness design intent, drive coherence and accelerate a team’s ability to innovate. Here’s how the Atlassian Design System (ADS) is evolving to be a full stack context engine to meet the demands of an AI-native future.
Soft skills in big demand as AI enters workforce
AI-powered workplaces have a huge and often unmet need for the soft skills of communication, emotional intelligence, trust building and social awareness, say experts in the field. The introduction of AI should be a people-led change, rather than one driven by the technology, says Avani Prabhakar, who is in charge of technology giant Atlassian’s transformation into […]
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 — should lead.
Subscribe for more
Inside Atlassian
Get the latest research and insights on AI, teamwork, and more.
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 the wrong thing is about to skyrocket, because teams can now ship more of it, faster. Atlassian’s State of Teams 2026 report found that 89% of executives say AI has […]
Marketers: stop experimenting and start solving real-world problems with AI
How marketing managers can turn stuck moments into their most valuable AI use cases
What CIOs told Forrester about building an AI‑ready digital workplace
Forrester surveyed CIOs and IT leaders on what it really takes to build a modern, AI‑ready digital workplace, uncovering gaps, opportunities, and practical next steps
Beyond the Jira board: how autonomous workflows unlock engineering velocity
Engineering teams today are shipping more than ever. Sprint boards move quickly, work items are completed on schedule, and releases move forward with steady momentum.
Atlassian research: Your strategy isn’t broken. Your organization just can’t move.
New research with 308 senior enterprise leaders reveals a counterintuitive finding: the problem isn’t strategic clarity, and it isn’t how often you plan. It’s whether
Elena Verna on AI growth: Automate the basics, elevate the creative
The former growth leader at Dropbox, Miro, and Amplitude on using AI to automate the basics — so humans can focus on the creative work
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.
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.
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.
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 to implement goal refresh cycles on your team
Five steps to shift from annual goal setting to a quarterly refresh rhythm for better results.
From cost center to growth engine: 5 lessons from Leadership Circle’s AI-first support transformation
Leadership Circle implemented AI-first customer support to serve 3 million customers across 17 languages — achieving a 71% AI resolution rate, 65% fewer manual tickets,
Introducing Cursor in Jira
Assign work items directly to Cursor from Jira, your agent orchestration platform
Agentic Pipelines now supports Claude Code
Last month, we introduced Agentic Pipelines, a new way to orchestrate AI agents to automatically, and routinely, handle the repetitive engineering chores so you can
Structured Queries: Enhancing Search with Natural Language and Filters
If you’re like most people, you don’t remember the exact name of the page you edited three weeks ago—or the precise title of the document
3 ways AI alert grouping is transforming on-call engineering at Atlassian
Learn how Atlassian saved 839 hours in 28 days using AI Alert Grouping in Jira Service Management
Introducing Flex: A Flexible Commercial Model for the AI Era
Built for enterprise agility, a new value-based model helps customers keep pace with AI-driven change
Rovo Dev in Frontend Platform Engineering – AI for small tasks, AI for big tasks
Rovo Dev can help a lot with many common platform tasks – one of them which I have stumbled upon most recently is migration from
Enhancing Developer Workflow with Rovo Dev and Notifications
Why notifications matter for flow Context switching has always been the bane of software engineers, and deep work dies by a thousand paper cuts, such
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.
Agent Context Pruning: How Rovo Dev keeps long sessions useful
AI agents become more useful as they work through longer tasks. But longer tasks also create a memory problem. A serious coding agent accumulates a
MCP Compression: Preventing tool bloat in AI agents
Model Context Protocol (MCP) has made it dramatically easier to connect LLM agents to real tools. The trade-off is that every MCP server tends to
Delivering 120 PRs in two weeks with Rovo Dev in Jira
I’ve had a pretty good experience with our Rovo Dev in Jira solution in the past few weeks. I estimate that I do probably 95%
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
Behind the scenes of Atlassian’s AI Builders Week
At Atlassian, we are often asked how we are adapting internally to AI and transforming our R&D organization to be AI native. One lever we
Engineering the Forge Billing Platform for Reliability and Scale
Introduction Forge is Atlassian’s cloud app development platform. It’s a serverless, Atlassian-hosted environment that allows developers to extend products like Jira and Confluence, and it
Creating with Rovo: How We Built a Collaborative AI Canvas
Learn how Rovo’s collaborative AI canvas was engineered—unifying streaming, structure, and agent-powered workflows to build smarter content creation features.
Advancing semantic search for millions of Rovo users
Rovo brings meaning‑aware search, chat, and agents to Jira, Confluence, and your connected tools, so teams can quickly find the right artifacts and move forward
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
See our newest AI research
The State of Teams 2026
See how the top 14% of teams use AI differently to deliver results faster, together
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.
Watch, listen, and learn
Context Graphs Will Reshape How We Work
The fastest teams didn’t switch to a better AI model. They gave their AI memory. At Atlassian Team 2026, they showed us the next evolution of AI capabilities: 150 billion connected objects across an organization, an agent reviewing 2 billion lines of code in 2 minutes, and 44% better answers using half the tokens. Inside […]
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 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 […]
Highlights: Wendy’s recipe for launching faster with Atlassian
Discover how Wendy’s, one of the world’s most iconic restaurant brands, uses Atlassian tools to modernize teamwork and accelerate product launches. From new Frosty flavors to hamburger innovations, Wendy’s has unified its restaurant operations, IT, and business teams to move faster and replace legacy manual processes.
Explore more
Driving AI adoption through trust: Insights from Atlassian designer Rachel Shepard
Introducing new AIOps integrations with Lansweeper, Coralogix, and Honeycomb
Subscribe to unleash the potential of your team
Inside Atlassian
Research and insights on how teams can deliver with AI.