WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2024 • Aug 20, 2024 • Session details

Metrics Handle with Care: The Paradox of Measuring Team Performance

Volker Zoepfel

You get exactly what you measure. Tracking individual numbers breeds disjointed individuals, not cohesive teams. Discover how to leverage product-level data that drives true user value.

Pause
Mute Enter Fullscreen
#1 about 1 min

Common management complaints about team performance

Managers often look to metrics when they feel developers are too slow or lazy.

#2 about 2 min

Why measuring lines of code reduces software quality

Incentivizing lines of code leads to code bloat, increased maintenance, and more bugs instead of better products.

#3 about 2 min

The overhead of measuring solved tickets and features

Rewarding ticket closure encourages developers to artificially split tasks and creates unnecessary administrative overhead.

#4 about 2 min

Padding timelines to meet estimation accuracy targets

Measuring estimation accuracy guarantees that developers will overestimate tasks to safely keep their promises.

#5 about 4 min

Invisibility of software and the absence of trust

Management often relies on metrics because they do not understand the invisible, time-consuming nature of software development.

#6 about 3 min

Building a collaborative environment to eliminate toxic metrics

Managers should integrate with teams and cultivate psychological safety to replace toxic environments with collaboration.

#7 about 4 min

Internal metrics for workload and bottleneck evaluation

Tracking in-progress work and pending reviews helps teams internally identify bottlenecks without triggering external oversight.

#8 about 4 min

Shifting focus from team comparison to product value

Instead of assessing individual output, organizations should evaluate software success through overall product value and quality.

Matching moments

1:56 min

Rethinking how teams measure developer productivity

Anu Bharadwaj Anu Bharadwaj · World Congress 2023

5:00 min

Principles for balancing multiple software engineering health metrics

Laura Tacho Laura Tacho · World Congress 2026 Europe

2:42 min

Measuring actual productivity gains in modern software development

Alejandro Saucedo Alejandro Saucedo +3 · World Congress 2024

3:24 min

Avoiding harmful team comparisons and metric incentivization

Markus Walker Markus Walker · World Congress 2024

3:16 min

Overcoming review fatigue and measuring true engineering productivity

Alex Laubscher Alex Laubscher +3 · World Congress 2025

2:50 min

Measuring engineering productivity beyond pull request volume

Chris Heilmann +2 · LIVE

More from World Congress 2024

Beyond the Hype: Real-World AI Strategies Panel thumbnail
24:07
11 months ago

Beyond the Hype: Real-World AI Strategies Panel

Mike Butcher, Jürgen Müller, Katrin Lehmann, Tobias Regenfuss

Carl Lapierre - Exploring Advanced Patterns in Retrieval-Augmented Generation thumbnail
21:17
almost 2 years ago

Carl Lapierre - Exploring Advanced Patterns in Retrieval-Augmented Generation

Carl Lapierre

Coding an Immersive Copilot using Unity / .NET and Azure OpenAI! thumbnail
31:50
about 2 years ago

Coding an Immersive Copilot using Unity / .NET and Azure OpenAI!

Zaid Zaim

Building a diverse tech company: The power of Diversity, Equity, Inclusion, and Belonging thumbnail
29:43
about 2 years ago

Building a diverse tech company: The power of Diversity, Equity, Inclusion, and Belonging

Sue Quackenbush

Dapr in Practice thumbnail
24:08
about 2 years ago

Dapr in Practice

marcklefter

Minimising the Carbon Footprint of Workloads thumbnail
27:46
about 2 years ago

Minimising the Carbon Footprint of Workloads

Michael Mueller

Upcoming sessions on this topic

Open session

World Congress 2026 North America

September 25, 2026 · 16:50–17:20

Stage 4

Engineering Moneyball: How We Benchmarked Google vs Meta

Jirka Bachel

Co-Founder & CEO

Jirka Bachel
Open session

World Congress 2026 North America

September 24, 2026 · 14:50–15:20

Stage 9

How to generate business value through performance optimizations

Nikolai Sidiropulo

Software Engineer at Meta

Nikolai Sidiropulo
Open session

World Congress 2026 North America

September 25, 2026 · 15:30–16:00

Stage 4

Evals Are Infra: Building AI Systems Developers Can Actually Trust

Phoebe Wang

Member of Technical Staff at OpenAI

Phoebe Wang
Open session

World Congress 2026 North America

September 24, 2026 · 13:00–13:05

Outdoor Stage

Valven: Intelligence for AI-Driven Software Lifecycle

Serdar Bicer

Serdar Bicer, CTO at VALVEN

Serdar Bicer
Open session

World Congress 2026 North America

September 24, 2026 · 16:10–16:40

Stage 2

The Death of the Code Review

Laurie Voss

Head of Developer Relations

Laurie Voss
Open session

World Congress 2026 North America

September 25, 2026 · 14:50–15:20

Tech Leaders Stage

Keeping Code Quality at AI Speed

Daksh Gupta, Arthur Hicken, Brian Mann

Daksh Gupta
Arthur Hicken
Brian Mann

Related videos

Do you know how fast you were developing? thumbnail
25:42
World Congress 2024 • about 2 years ago

Do you know how fast you were developing?

Markus Walker

Measuring the Wrong Things Faster Than Ever thumbnail
30:47
World Congress 2026 Europe • about 2 months ago

Measuring the Wrong Things Faster Than Ever

Laura Tacho

Building 10x Organizations Using Modern Productivity Metrics thumbnail
29:26
World Congress 2026 Europe • about 2 months ago

Building 10x Organizations Using Modern Productivity Metrics

Justin Reock

From Code to Culture: Why Leadership Determines Software Quality thumbnail
30:07
Europe 2026 Virtual • 2 months ago

From Code to Culture: Why Leadership Determines Software Quality

Oskar Kruschitz

Software Development is (not) getting easier thumbnail
38:19
Europe 2026 Virtual • 2 months ago

Software Development is (not) getting easier

Rene Kokott

Your Code as a Crime Scene thumbnail
20:18
Coffee With Developers • over 1 year ago

Your Code as a Crime Scene

Adam Tornhill

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.