The current baseline for AI investment, why multi-vendor strategies are the norm, and which metrics leaders can use to demonstrate ROI on AI tools.
Autumn Faust
Community Insights
Nearly half of engineering leaders are dedicating 1–3% of their 2026 budgets to AI tools, prioritizing measurable ROI, multi-vendor flexibility, and productivity gains.
Laura Tacho
CTO
SLAs allow you to set up goals around specific performance metrics and see how your team is performing relative to them.
Josh Beitler
Product manager
DORA’s 2025 State of AI-Assisted Engineering Report reveals how AI is reshaping software delivery—amplifying both good and bad practices.
Laura Tacho
CTO
AI coding assistants promise speed, but are they sacrificing quality? Discover three key metrics for measuring the impact of AI on quality.
Kali Watkins
Product Marketing
DX data shows AI’s impact on code quality varies widely—reinforcing the need for leaders to measure outcomes within their own organizations.
Justin Reock
Deputy CTO
Here’s what’s new with DX AI.
Leo Epstein
Product Marketing
DX is doubling down on third-party data connectors and reporting capabilities.
Abi Noda
CEO
The real metrics that GitHub, Google, Dropbox, and 15 other companies use to measure AI impact.
Laura Tacho
CTO
Data from DX shows that engineers who use AI daily reach onboarding milestones nearly twice as fast as non-users.
Laura Tacho
CTO
This guide outlines the steps to get more from your AI investment and drive meaningful adoption, using data from DX.
Kali Watkins
Product Marketing
DX CEO and CTO Abi Noda and Laura Tacho discuss the “new mandate” for DevProd teams—what they should be focused on right now to remain relevant and impactful.
Kali Watkins
Product Marketing
Data from 16,301 developers shows that while tenure still matters, AI levels the playing field.
Laura Tacho
CTO
Our integration with Claude Code ensures leaders have the data to optimize their Claude Code investments and demonstrate real business value.
Greyson Junggren
Co-founder, CRO
Discover five essential DX metrics for measuring AI across four key dimensions: speed, effectiveness, quality, and impact.
Kali Watkins
Product Marketing
The DX Dashboard is a single starting point that brings together group, personal, and organization metrics with real-time Core 4 and integrated DX Alerts.
Josh Beitler
Product manager
Learn how to measure AI's real impact on developer productivity with proven frameworks. Get actionable strategies to move beyond hype and drive measurable improvements in your engineering organization.
Laura Tacho
CTO
Learn how to apply the AI Measurement Framework to track AI adoption, impact, and ROI, all within DX.
Leo Epstein
Product Marketing
A closer look at how Faire is putting AI to work beyond just code generation.
Justin Reock
Deputy CTO