PodParley PodParley
PodParley
Everything Wrong With Developer Productivity Metrics with Adam Berry episode artwork

EPISODE · Sep 4, 2025 · 38 MIN

Everything Wrong With Developer Productivity Metrics with Adam Berry

from Hangar DX Podcast · host Ankit Jain

"Metrics will not measure developer productivity and will not solve your engineering organization’s problems", say Adam Berry, Staff Engineer at Netflix.Adam sits with Ankit Jain, host of The Hangar DX podcast, to discuss one of the most debated topics in engineering: developer productivity metrics.Adam shares why metrics like the DORA4 were never meant to measure individual productivity, how trust (or lack of it) inside organizations changes the way metrics are used, and why managers often get lost in numbers instead of focusing on narrative and impact.He explains that metrics are a feedback mechanism, the “metrics industrial complex,” and pitfalls of over-measuring, and how to design metrics from scratch. 00:00 Introduction to Developer Productivity Metrics01:23 The Origins of Productivity Metrics07:22 The Obsession with Metrics10:44 Challenges in Measuring Developer Productivity12:33 The Metrics Industrial Complex15:38 The Role of Metrics in Understanding Delivery Performance19:31 Designing Effective Metrics for Organizations21:57 Understanding Quality Issues in Engineering34:32 Measuring Code Quality and Technical Debt39:02 Prioritizing Engineering Challenges41:42 Future of Engineering ProductivityAbout Adam BerryAdam has worked on developer tools and infrastructure throughout his career, from Eclipse plugins to service and infrastructure work; he now focuses on developer platforms as products to empower engineers and make teams and organizations drastically more effective.About Hangar DX (https://dx.community/)The Hangar is a community of senior DevOps engineers and senior software engineers, focused on enhancing the developer experience. This is a space where vetted, experienced professionals can exchange ideas, share hard-earned wisdom, troubleshoot issues, and help each other in their projects and careers.We invite developers who work in DX and platform teams at their respective companies, or who are interested in developer productivity.

Episode metadata supplied by the publisher feed · Published Sep 4, 2025

What this episode covers

"Metrics will not measure developer productivity and will not solve your engineering organization’s problems", say Adam Berry, Staff Engineer at Netflix.Adam sits with Ankit Jain, host of The Hangar DX podcast, to discuss one of the most debated topics in engineering: developer productivity metrics.Adam shares why metrics like the DORA4 were never meant to measure individual productivity, how trust (or lack of it) inside organizations changes the way metrics are used, and why managers often get lost in numbers instead of focusing on narrative and impact.He explains that metrics are a feedback mechanism, the “metrics industrial complex,” and pitfalls of over-measuring, and how to design metrics from scratch. 00:00 Introduction to Developer Productivity Metrics01:23 The Origins of Productivity Metrics07:22 The Obsession with Metrics10:44 Challenges in Measuring Developer Productivity12:33 The Metrics Industrial Complex15:38 The Role of Metrics in Understanding Delivery Performance19:31 Designing Effective Metrics for Organizations21:57 Understanding Quality Issues in Engineering34:32 Measuring Code Quality and Technical Debt39:02 Prioritizing Engineering Challenges41:42 Future of Engineering ProductivityAbout Adam BerryAdam has worked on developer tools and infrastructure throughout his career, from Eclipse plugins to service and infrastructure work; he now focuses on developer platforms as products to empower engineers and make teams and organizations drastically more effective.About Hangar DX (https://dx.community/)The Hangar is a community of senior DevOps engineers and senior software engineers, focused on enhancing the developer experience. This is a space where vetted, experienced professionals can exchange ideas, share hard-earned wisdom, troubleshoot issues, and help each other in their projects and careers.We invite developers who work in DX and platform teams at their respective companies, or who are interested in developer productivity.

PodParley-generated summary based on available episode metadata and transcript content.

NOW PLAYING

Everything Wrong With Developer Productivity Metrics with Adam Berry

0:00 38:09

No transcript for this episode yet

We transcribe on demand. Request one and we'll notify you when it's ready — usually under 10 minutes.

Share this episode

Similar Episodes

I'm ok

Mar 26, 2026 ·1m

REMIX: Why we over-shop and compulsively acquire, and how to stop, with Dr Jan Eppingstall

Jan 9, 2026 ·61m

REMIX: OCD and hoarding disorder with Jenna Overbaugh

Jan 2, 2026 ·47m

REMIX: Therapy and hoarding disorder - what are the options? With Dr Jan Eppingstall

Dec 26, 2025 ·78m

REMIX: ADHD and hoarding disorder with Professor Sharon Morein

Dec 21, 2025 ·46m

#207 13 actionable pieces of mental health advice from six former podcast guests

Dec 12, 2025 ·53m

Similar Podcasts

That Hoarder: Overcome Compulsive Hoarding That Hoarder Hoarding disorder is stigmatised and people who hoard feel vast amounts of shame. This podcast began life as an audio diary, an anonymous outlet for somebody with this weird condition. That Hoarder speaks about her experiences living with compulsive hoarding, she interviews therapists, academics, researchers, children of hoarders, professional organisers and influencers, and she shares insight and tips for others with the problem. Listened to by people who hoard as well as those who love them and those who work with them, Overcome Compulsive Hoarding with That Hoarder aims to shatter the stigma, share the truth and speak openly and honestly to improve lives. The Small Business Startup School – Business Notes | Financial Literacy | Retail Psychology – For Professionals & Entrepreneurs The Small Business Startup School Inc. Starting or buying a small business? While personal circumstances may vary, business patterns remain timeless. On The Small Business Startup School, we explore strategies, insights, and practical solutions to help entrepreneurs confidently navigate their journey.Hosted by Ola Williams—a retail entrepreneur, fintech founder, and financial coach with over two decades of experience—this podcast marries financial awareness and retail psychology with optimism to deliver actionable takeaways.Join us to learn, grow, and connect as we uncover the keys to business success.Let’s continue to learn together and be encouraged to keep on connecting! DIOSA. Carolina Sanper This podcast is a sacred space created by Carolina Sanper where you connect with your inner wisdom and embody your magnetic feminine power.It is the realization that the mystical realm is where you plant the seeds of your desired reality.It is a portal to your true essence: awareness, presence, and receiving with ease. Welcome home, DIOSA. 🖤 XXX Tech by SOVRYN Dr. Brian Sovryn The crossroads between technology, sensuality, and metaphysics - and the longest running anarchist podcast in the world! Brought to you by Dr. Brian Sovryn.

Frequently Asked Questions

How long is this episode of Hangar DX Podcast?

This episode is 38 minutes long.

When was this Hangar DX Podcast episode published?

This episode was published on September 4, 2025.

What is this episode about?

"Metrics will not measure developer productivity and will not solve your engineering organization’s problems", say Adam Berry, Staff Engineer at Netflix.Adam sits with Ankit Jain, host of The Hangar DX podcast, to discuss one of the most debated...

Can I download this Hangar DX Podcast episode?

Yes, you can download this episode by clicking the download button on the episode player, or subscribe to the podcast in your preferred podcast app for automatic downloads.
URL copied to clipboard!