Measuring and orchestrating AI across the full engineering lifecycle
A measurement guide for engineering organizations looking to turn widespread AI adoption into faster delivery and resilient system capacity across the full lifecycle.
Meet the Forward Deployed Engineer
What are FDEs, and why is Atlassian investing in them?
Why individual AI speed isn’t delivering the ROI CIOs expected
89% of executives say AI has increased speed. Only 6% can point to org-wide ROI. IDC’s Wayne Kurtzman and Atlassian’s Liz Fosslien unpack what’s missing – and where CIOs should start. Everyone on your team is faster. So why isn’t your organization moving further? That’s the provocation at the center of a recent fireside chat […]
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.
They committed to 60 engineers’ worth of work with 35 engineers
What happens when capacity planning runs on spreadsheets, and how live data changes the math.
If your roadmap only works for you, you’re doing it wrong
Why purpose-built views create better alignment than one master board
Adam Grant on how AI reshapes work: why agility beats ability
Practical lessons for leaders redesigning teamwork in an AI-first era
Stop rewriting your roadmap and publish it
How one Atlassian PM replaced status updates with a live system of truth
AI theater vs. AI fluency: The sneaky patterns that hold back AI results
William Gibson said this in 1984, but it’s very much where we are with AI today. AI tools for everything from coding generation to editing video have crash-landed into our workflows. Autonomous agents are just as capable as interns (or are they?). The race is on to become AI-native. But for many, it feels more […]
Why standardizing workplace technology is the next competitive advantage for CIOs
From fragmentation to flow: A unified workplace where collaboration, governance, and AI come together to boost productivity.
From excitement to high expectations: AI anxiety, and how to beat it
AI is here – kind of. LLMs and Generative AI aren’t the brand-new, mega-hyped tech of 2023 anymore. But on most teams, they’re not fully normalized, either. There’s anxiety in that gap. What’s actually possible with AI? What does that mean for teams who aren’t there yet? It’s a potent cocktail of excitement and uncertainty. The […]
AI is changing our roles. Here’s how to make sure they change for the better
“I love workforce disruption!” …said no one ever. The rise of generative AI is exciting, but it’s okay to admit that it’s disruptive, too. How product teams collaborate, what’s expected of them, and what it means to be a PM or designer is changing fast. Many teams have conflicting feelings. There’s energy and momentum to […]
AI turns software engineers into product engineers
For decades, the software development lifecycle followed a predictable rhythm. Product Managers translated customer needs into specs. Engineers translated specs into code. We measured progress in quarterly plans, monthly sprints, and weekly releases. This was the “factory model” of software: a sequential assembly line where each function had a clear role. Product Managers were the […]
How AI turns product managers back into builders
AI is changing how product teams build, learn, and ship. But “AI fluency” isn’t a status you read your way into. It’s something teams earn by building.Product thinker and Product Growth author Aakash Gupta lays out a practical pathway for PMs, designers, and engineers to level up. In his words, when leaders ask how to […]
Ravi Mehta on shifting from craft to judgment in the age of AI
When Ravi Mehta talks about AI, he doesn’t start with tools. He starts with strategy. A longtime product executive at TripAdvisor, Facebook, and Tinder, and now a product advisor and co-creator of Reforge’s AI Strategy Program, Ravi helps companies compete and win in a rapidly changing environment. “A lot of people are asking: how do […]
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Inside Atlassian
Research and insights on how teams can deliver with AI.