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Meet the Knowledge Architect: The Role Every AI-First Organization Will Need Soon
While most enterprises are talking about how they approach AI transformation, increasingly knowledge management and arranging the required context are important factors in whether or not AI can work effectively. This shift is creating demand for a new role called the Knowledge Architect. We have Systems Architects to design the overall structure of software and […]
Three ways Atlassian’s Learning Team uses AI, and one way they won’t
The best way to get value out of AI is to scale at the team level, but while 85% of workers use AI, only 29% have embedded it into team workflows. The Atlassian Learning Team is in that 29%, and the lessons they’ve learned are a model for teams of all types. They shared three […]
Why AI Agents Drift Mid-Task and How a Multi-Agent System Fixes It
How specialist agent orchestration anchored to Jira keeps complex coding tasks on spec. You have probably felt this. You hand a capable AI agent a real piece of work, a proper spec with edge cases and acceptance criteria, and for a few minutes it is sharp. Then it slips, it forgets a decision it made […]
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 Teamwork Graph Connectors. This post covers the architecture, module design, and connection lifecycle. Part 2 covers production-grade orchestration — scheduling, fan-out, and failure handling. Engineering teams rarely work in just […]
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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.
The AI-native SDLC is paying off: 19% more PRs and 2–3 hours saved per developer per week
Reimagining software development around an AI-native SDLC AI is now a core part of how software gets built. 93% of developers use AI tools and
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
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 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.
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,
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.
Accelerating government modernization with AWS
Government technology teams face a growing mandate: modernize faster, strengthen security, and prepare for an AI-powered future all without disrupting mission-critical systems. To help agencies
Agentic Pipelines now supports OpenAI Codex
Bring your Codex agent into Bitbucket Pipelines. A few weeks ago, we announced support for Claude agents in Bitbucket Pipelines. Today, we’re adding OpenAI Codex
Trace packages back to their source pipeline
When we introduced native Pipelines authentication for Bitbucket Packages, we made it easier to publish artifacts from CI/CD without relying on personal credentials. Now we’re
Introducing Package triggers in Bitbucket Pipelines
In November 2025, we introduced new triggers and workflows to Bitbucket Pipelines to help teams manage and scale complex CI/CD workflows. We later extended that
How We Cut up to 80% of Engineering “Chores” Using AI Agents in Jira
Flaky tests and stale feature flags drain engineering time quietly. Here is how Atlassian’s engineering team uses AI agents in Jira to automate both.
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
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
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The State of Teams 2026
Uncoordinated AI transformation costs the Fortune 500 $161B each year. See how the top 14% of teams use AI differently to deliver results faster, together.
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.
Watch, listen, and learn
Turning AI into infrastructure with Atlassian’s Head of AI
Sherif Mansour has spent over 16 years at Atlassian helping shape products like Jira and Confluence. Now Head of AI at Atlassian, he’s focused on a bigger shift: how AI changes not just what we build, but how teams work together.
Guide to Rovo Agents
Are you curious about how to incorporate Rovo Agents into your team and get the best results? Join us as our team walks you through how to create Agents and use them in your workflows.
Atlassian’s HR team leads AI transformation
AI transformation doesn’t succeed without people at the center. At Atlassian, HR is leading the way. Our People team believes that the best AI culture isn’t mandated from the top. It’s built by meeting employees where they are, partnering with leaders across the business, and making AI part of how work gets done from day […]
The Total Economic Impact™ Of Atlassian Loom
A Forrester Total Economic Impact™ (TEI) study to examine the potential return on investment (ROI) enterprises may realize by deploying Loom.
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Atlassian named a 4x Leader in the 2026 Gartner® Magic Quadrant™ for DevSecOps Platforms
Atlassian named a Strong Performer in The Forrester Wave™: Strategic Portfolio Management Tools, Q2 2026
Prevent container image overwrites with immutable tags in Bitbucket Packages
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
How customers are using Confluence Agents to turn knowledge into action
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Inside Atlassian
Research and insights on how teams can deliver with AI.