Featured
The State of AI Impact in Engineering: Q2 2026
Data from 500+ teams reveals that AI is delivering measurable velocity gains, but velocity alone isn't the story.
Justin Reock
Deputy CTO
All posts
DX Annual 2027: San Francisco and London
Next year DX Annual is returning to San Francisco and heading to London for the first time. Here's what to expect and how to register your interest.
Abi Noda
CEO
What are code reviews even for?
AI didn't break code review. It just made the parts we'd been ignoring impossible to ignore.
Brian Houck
Distinguished Scientist
The unexpected things developer metrics can measure
We built metrics to evaluate developer tools. They turned out to explain everything from office design to Daylight Saving Time.
Brian Houck
Distinguished Scientist
Measuring the impact of AI coding tools: Capacity, not horsepower
Separate what to measure from how, then measure across dimensions.
Brian Houck
Distinguished Scientist
2026 DX benchmarks are now available
Get granular performance insights—from FinTech-specific metrics to role-based comparisons—powered by the world's largest engineering data set.
Gratiana Fu
Research Analyst
UKG’s system for driving effective AI use
How they created internal scorecards that managers could use to coach and guide their teams’ AI use.
Abi Noda
CEO
From dashboards to decisions
What three real-world case studies taught us about productivity measurement that works.
Brian Houck
Distinguished Scientist
Revisiting the DX Core 4 in the age of AI
Why the dimensions that matter most for engineering productivity remain stable, and how to interpret them as AI reshapes work.
Brian Houck
Distinguished Scientist
AI-authored code has nearly doubled, but so has PR size
Findings from our analysis of over 400 organizations from the past year.
Justin Reock
Deputy CTO
Five years later: Reflecting on SPACE with the people who built it
The authors of SPACE met in person for the first time. Here's what five years of AI, remote work, and real-world use taught them.
Brian Houck
Distinguished Scientist
Track AI spend in DX: Meet the new AI cost management report
A new report that answers the questions: How much are teams spending on AI coding tools, and what output is associated with that spend?
Kali Watkins
Product Marketing
8 myths on software engineering and AI
What the latest research actually says about AI's impact on developers, and where leaders are still getting it wrong.
Brian Houck
Distinguished Scientist
How DX Fabric helps diagnose and remediate security vulnerabilities
As AI accelerates vulnerability discovery, Fabric helps teams understand where risk exists, who owns it, and how to drive remediation at scale.
Kali Watkins
Product Marketing
The AI efficiency plateau
Tracking the trajectory of developer time savings from AI
Brian Houck
Distinguished Scientist
AI productivity debate
Researchers and practitioners weigh in on AI’s current and future impact.
Justin Reock
Deputy CTO
The AI-native developer
Findings from a new study on how AI is reshaping the developer role.
Brian Houck
Distinguished Scientist
DX Annual: recording library
Key themes from our inaugural conference and which recordings to start with.
Justin Reock
Deputy CTO
Atlassian (DX) Named a Leader in the 2026 Gartner® Magic Quadrant™ for Developer Productivity Insight Platforms
We're proud to share that DX has been named a Leader in the inaugural Gartner® Magic Quadrant™ for Developer Productivity Insight Platforms.
Brook Perry
Head of Marketing
Introducing the AI-native DX CLI
Today, we’re introducing the DX CLI for interacting with the DX API from the terminal, so you can manage your software catalog, configure scorecards, run data studio queries, perform snapshot analysis, and more.
Ana Wishnoff
Product manager