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
All posts
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 Fabric: The foundation for AI-native engineering
Fabric was built to centralize engineering systems into one place and enable teams to take action on improvements.
Ana Wishnoff
Product manager
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
Designing the AI-native engineering organization
How 1Password, Atlassian, and Microsoft are responding to AI’s impact on software development and team structure.
Justin Reock
Deputy CTO
Brian Houck joins DX as Distinguished Scientist
The SPACE framework co-author and 20-year Microsoft researcher joins DX for our next wave of industry research.
Greyson Junggren
Co-founder, CRO
AI productivity gains: More modest than expected
Findings and discussion from DX's longitudinal study across 400+ companies.
Abi Noda
CEO
Customer spotlight: Inside Dropbox’s developer productivity playbook
How Dropbox improved developer experience, led AI enablement efforts, and additional lessons from their first year with DX.
Kali Watkins
Product Marketing
Cognitive debt: The hidden risk in AI-driven software development
How cognitive debt shows up in practice and early mitigation strategies.
Margaret-Anne Storey
Professor of Computer Science, University of Victoria
AI Impact Report: Q1 2026
A quarterly report sharing insights from 400+ companies integrating AI into daily engineering work.
Justin Reock
Deputy CTO
Introducing Agent Experience
To improve agent effectiveness, we need data, just as we need data on human developer experience to improve developer effectiveness.
Josh Beitler
Product manager
Developer ramp-up time continues to accelerate with AI
Time to 10th PR has more than halved since early 2025.
Justin Reock
Deputy CTO
Introducing AI Code Insights
AI Code Insights are a new set of capabilities from DX that give organizations real-time visibility into how AI tools are being used and where they're falling short.
Josh Beitler
Product manager
Introducing the new DX AI
The new DX AI is a powerful conversational interface with direct access to your organization's DX data, both system and self-reported.
Josh Beitler
Product manager