How to measure AI developer productivity in 2025 | Nicole Forsgren
Nicole Forsgren created the most widely used frameworks for measuring developer productivity—DORA and SPACE. She wrote the foundational book Accelerate and is about to release her newest book, Frictionless, a practical guide for helping teams move faster in the AI era. She’s currently Senior Director of Developer Intelligence at Google. We discuss:
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Where to find Nicole Forsgren:• Twitter: https://twitter.com/nicolefv • LinkedIn: https://www.linkedin.com/in/nicolefv/ • Website: https://nicolefv.com/ Referenced:• How to measure and improve developer productivity | Nicole Forsgren (Microsoft Research, GitHub, Google): https://www.lennysnewsletter.com/p/how-to-measure-and-improve-developer • DORA: https://dora.dev/ • The SPACE framework: A comprehensive guide to developer productivity: https://getdx.com/blog/space-metrics/ • Measuring developer productivity with the DX Core 4: https://getdx.com/research/measuring-developer-productivity-with-the-dx-core-4/ • Gloria Mark’s website: https://gloriamark.com/ • Taking Flight with Copilot: https://dl.acm.org/doi/10.1145/3589996 • DevEx in Action: https://spawn-queue.acm.org/doi/10.1145/3639443 • CodeX: https://openai.com/codex/ • Devin: https://devin.ai/ • Abi Noda on LinkedIn: https://www.linkedin.com/in/abinoda/ • DX is joining Atlassian: https://getdx.com/blog/dx-is-joining-atlassian/ • GitHub Copilot: https://github.com/features/copilot • Cursor: https://cursor.com/ • The rise of Cursor: The $300M ARR AI tool that engineers can’t stop using | Michael Truell (co-founder and CEO): https://www.lennysnewsletter.com/p/the-rise-of-cursor-michael-truell • Gemini Code Assist: https://codeassist.google/ • Claude Code: https://www.claude.com/product/claude-code • The AI-native startup: 5 products, 7-figure revenue, 100% AI-written code | Dan Shipper (co-founder/CEO of Every): https://www.lennysnewsletter.com/p/inside-every-dan-shipper • Love Is Blind on Netflix: https://www.netflix.com/title/80996601 • Shrinking on AppleTV+: https://tv.apple.com/us/show/shrinking/umc.cmc.apzybj6eqf6pzccd97kev7bs • Ninja Creami: https://www.amazon.com/Ninja-NC301-CREAMi-Containers-Bundle/dp/B0BLGR5JPV/ • Jura coffee maker: https://www.amazon.com/Jura-Nordic-Automatic-Coffee-Machine/dp/B0CF65BFZ1/ Recommended books:• Frictionless: https://developerexperiencebook.com/ • DevEx Workbook: https://developerexperiencebook.com/#workbook • Outlive: The Science and Art of Longevity: https://www.amazon.com/Outlive-Longevity-Peter-Attia-MD/dp/0593236599 • Back Mechanic: https://www.amazon.com/Back-Mechanic-Stuart-McGill-2015-09-30/dp/B01FKSGJYC • How Big Things Get Done: The Surprising Factors That Determine the Fate of Every Project, from Home Renovations to Space Exploration and Everything in Between: https://www.amazon.com/How-Big-Things-Get-Done/dp/0593239512/ • The Undoing Project: A Friendship That Changed Our Minds: https://www.amazon.com/dp/B01KBM82M4/ Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email podcast@lennyrachitsky.com. Lenny may be an investor in the companies discussed. My biggest takeaways from this conversation:...Subscribe to Lenny's Newsletter to unlock the rest.Become a paying subscriber of Lenny's Newsletter to get access to this post and other subscriber-only content. A subscription gets you:
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