State of the Art of DORA Metrics & AI Integration • Nathen Harvey & Charles Humble
GOTO - The Brightest Minds in Tech
Outro
Charles and Nathen close the episode, thank listeners, and direct to gotopia.tech for more content.
This interview was recorded for GOTO State of the Art in October 2025.
https://gotopia.tech
Read the full transcription of this interview here:
https://gotopia.tech/articles/415
Nathen Harvey - DORA Lead, Product Manager at Google Cloud & Author
Charles Humble - Freelance Techie, Podcaster, Editor, Author & Consultant
RESOURCES
Nathen
https://bsky.app/profile/nathenharvey.bsky.social
https://x.com/nathenharvey
https://github.com/nathenharvey
https://www.linkedin.com/in/nathen
https://linktr.ee/nathenharvey
http://nathenharvey.com
Charles
https://bsky.app/profile/charleshumble.bsky.social
https://linkedin.com/in/charleshumble
https://mastodon.social/@charleshumble
https://conissaunce.com
Links
https://dora.dev
https://dora.dev/research/2025/dora-report
https://dora.dev/research/2024/dora-report
https://thenewstack.io/ebooks/kubernetes/kubernetes-at-the-edge-container-orchestration-at-scale
DESCRIPTION
Charles Humble speaks with Nathen Harvey, leader of Google's DORA research team, about the real impact of AI on software development.
Drawing from surveys of nearly 5,000 practitioners, Nathen reveals a surprising finding: increased AI adoption initially correlates with decreased stability and throughput - the very metrics teams have optimized for decades. The conversation explores why this happens, what capabilities organizations need before scaling AI adoption, and how AI acts as an amplifier of existing systems rather than a silver bullet.
Nathen introduces DORA's seven AI capabilities model and discusses critical issues around trust, documentation, skill devaluation, and the future of software delivery in an AI-native world.
RECOMMENDED BOOKS
Emily Freeman & Nathen Harvey • 97 Things Every Cloud Engineer Should Know • https://amzn.to/3UlWBLt
Charles Humble • Professional Skills for Software Engineers • https://www.conissaunce.com/professional-skills-shortcut
Nicole Forsgren, Jez Humble & Gene Kim • Accelerate • https://amzn.to/442Rep0
Kim, Humble, Debois, Willis & Forsgren • The DevOps Handbook • https://amzn.to/47oAf3l
Jez Humble & David Farley • Continuous Delivery • https://amzn.to/452ZRky
Jez Humble, Joanne Molesky & Barry O'Reilly • Lean Enterprise • https://amzn.to/47pcOXD
Adrienne Braganza Tacke • "Looks Good to Me": Constructive Code Reviews • https://amzn.to/3E75XrD
Yevgeniy Brikman • Fundamentals of DevOps and Software Delivery • https://amzn.to/3WMPMFU
Bluesky
Instagram
LinkedIn
Facebook
CHANNEL MEMBERSHIP BONUS
Join this channel to get early access to videos & other perks:
https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/join
Looking for a unique learning experience?
Attend the next GOTO conference near you! Get your ticket: gotopia.tech
SUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!
The AI-powered Podcast Player
