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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.
When doing more with AI isn’t enough: Three patterns quietly undermining your team’s impact
The AI productivity paradox is real. Here’s how to turn AI busywork into real impact.
What actually changes when AI joins your research process
A real workflow for compressing weeks of research into hours, without losing the judgment that makes research useful.
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 for enterprise teams.
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Inside Atlassian
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AI Brainstorming to Get Unstuck
Turn uncertainty and blank page panic into a clear, shippable plan by talking instead of typing.
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
30.8% Faster PRs: How AI-Driven Rovo Dev Code Reviewer Improved the Developer Productivity at Atlassian
Rovo Dev code reviewer reviews your pull requests (PR), proactively catching quality, security, and performance issues early while recommending best practices for code quality and
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.
Stop guessing at AI ROI: A four‑stage framework for real results
Stop guessing at AI ROI: A four‑stage framework for real results
A Design Technologist’s Take on AI Builders Week
Last week, Atlassian hit pause on business-as-usual. 1,400 designers and product managers were invited to participate in AI Builders Week with one goal: stop theorizing
Architecting a Rovo AI Teammate: From AI ‘Magic’ to Production-Ready Forge Code
I recently set out to build my first production-ready Rovo app, and the journey from ‘hello world’ to a functional product was a deep dive
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.
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.
How to harness the power of professional development goals
Feeling stuck? Professional development goals might be the remedy you need.
17 scripts for difficult conversations at work
From negotiating a salary to addressing team conflicts, we’ve got you covered.
Introducing on-demand Pipelines: run pipelines via API
Your CI/CD pipeline doesn’t have to live in a YAML file anymore. With on-demand pipelines, you can generate pipeline definitions programmatically, from scripts, services, or
Share artifacts between parent and child pipelines
As part of an initiative to increase the flexibility and power of child pipelines, we are happy to announce that Bitbucket Pipelines will now allow
Introducing Agentic Pipelines: AI automation for chores devs don’t want to do
Bitbucket Pipelines has always been an engine for automating more than just CI/CD, but today, Pipelines takes a first step towards a full agentic automation
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.
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
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%
Using Rovo Dev in VS Code for Architecting Solutions
When we intend to roll out a new software solution that would impact multiple teams, before implementation can start, we need to get overall alignment
Rovo Dev CLI Ralph Wiggums Loop for Large Scale Test Refactoring
How Rovo Dev CLI optimized overnight 160+ files containing hundreds of tests, speeding up our Bitbucket pipelines
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 catch and mitigate performance regressions at scale in Jira Cloud
In a huge, multi-tenant product like Jira Cloud, a “small” change anywhere in the system can quietly make life harder for some of our biggest
How We Unlocked Performance at Scale with Jira Platform
Introduction: Jira Cloud is undergoing a substantial rearchitecture, moving its foundation to a cloud‑native, multi‑tenant platform built for massive scale, speed, and reliability. In this
Behind the screens: Accessible design is good design
Accessibility isn’t a separate track of design; it defines its quality. That’s why accessibility is integrated into the Atlassian Design System at every level: to
Pull request intervention for infrastructure-as-code risks with Bitbucket custom merge checks
Establishing progressive deployments to control blast radius for the most active types of changes in an architecture is often well worth the investment. But what
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,
See our newest AI research
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.
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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Atlassian’s journey to become an AI-native organization
Our journey to becoming an AI-native organization is built on two pillars: the leaders who champion change and the workflows where AI is woven into how work gets done.
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.
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.
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.
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Driving AI adoption through trust: Insights from Atlassian designer Rachel Shepard
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Inside Atlassian
Research and insights on how teams can deliver with AI.