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 […]

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 […]

Introducing @Jira: create work items from any Slack conversation

Turn Slack threads into agent-ready Jira work items, without leaving the conversation. The Jira Cloud for Slack app is already one of the top five apps in the Slack Marketplace, trusted by 3.5 million people every month. Today, it gets a whole lot smarter. You can now mention @Jira in any Slack channel to create […]

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Inside Atlassian

Get the latest research and insights on AI, teamwork, and more.

10 ways leaders can scale AI value across their organization

AI adoption is surging, but Fortune 500 companies are leaving an estimated $98 billion on the table.

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.

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

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

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.

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

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