Metrics Handle with Care: The Paradox of Measuring Team Performance
Are your performance metrics encouraging developers to write bloated code and pad estimates? Learn how to measure what truly matters instead: customer value.
#1about 2 minutes
Why measuring lines of code backfires on teams
Measuring developer productivity by lines of code encourages writing bloated, unmaintainable software instead of efficient solutions.
#2about 3 minutes
How ticket counts and estimates create perverse incentives
Focusing on the number of solved tickets or estimation accuracy leads to ticket-splitting overhead and padded estimates, ultimately reducing output.
#3about 4 minutes
Why managers resort to metrics due to lack of trust
Managers often use metrics as a proxy for understanding because software development is inherently invisible, leading to a breakdown of trust.
#4about 2 minutes
Building trust by becoming part of the team
Managers can foster a high-trust environment by getting involved with the team, creating psychological safety, and enabling ownership.
#5about 3 minutes
Using internal metrics for team self-improvement
Metrics like work-in-progress limits, review queue size, and codebase size can be powerful tools for a team to identify bottlenecks and manage workload.
#6about 2 minutes
Shifting focus to meaningful product-level metrics
Instead of comparing team-level output, focus on product-level metrics like quality, cost of usage, and availability to drive meaningful improvements.
#7about 1 minute
A summary on measuring with the right attitude
Effective measurement requires a healthy team environment, a clear target for the metric, and a focus on what truly improves the product.
Related jobs
Jobs that call for the skills explored in this talk.
Matching moments
03:22 MIN
The dangers of misusing developer metrics
Do you know how fast you were developing?
03:34 MIN
Defining developer productivity as the ultimate software metric
The Great API Debate: REST, GraphQL, or gRPC?
05:00 MIN
Setting meaningful metrics without encouraging gaming
Empowering Developer Innovation - Balancing Speed, Security, and Scale
03:26 MIN
Measuring developer joy with qualitative and quantitative data
Reimagining the Developer Experience: The AI Advantage
04:02 MIN
Practical metrics that improve developer experience
Do you know how fast you were developing?
01:28 MIN
Why you should measure developer productivity
Do you know how fast you were developing?
04:08 MIN
The promise and failure of universal software quality metrics
Data Science on Software Data
03:51 MIN
How to convince management to invest in code quality
Stop Wasting Time: How to Lead a Stand-Up Meeting & Get ResultsWe all know the feeling: your stand-up meeting starts… and the energy in the room slowly deflates. Eyes glaze over, minds wander. Maybe you can even see their attention drop on smartphones or laptops.Within minutes or even seconds, instead of a quick...
The real reason we document our codeThe world of software development moves fast. Technology is constantly changing, as are the tools we use with it, and even the role of a programmer is itself constantly in flux. However, some aspects of software engineering are so foundational that w...
From learning to earning
Jobs that call for the skills explored in this talk.
25:38
25:42
29:03
21:39
28:12
28:30
23:44
46:48.webp?w=240&auto=compress,format)
