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The unexpected things developer metrics can measure
We built metrics to evaluate developer tools. They turned out to explain everything from office design to Daylight Saving Time.
Jul 31
•
Brian Houck
14
Measuring the impact of AI coding tools: Capacity, not horsepower
Separate what to measure from how, then measure across dimensions.
Jul 29
•
Brian Houck
10
1
Research briefing with Brian Houck: Measuring AI agents and revisiting the Core 4
Justin Reock and Brian Houck explore how AI coding agents are reshaping engineering metrics and what leaders need to measure in the age of AI.
Jul 24
•
Justin Reock
5
46:32
The State of AI Impact in Engineering: Q2 2026
Data from 500+ teams reveals that AI is delivering measurable velocity gains, but velocity alone isn't the story.
Jul 22
•
Justin Reock
22
1
UKG’s system for driving effective AI use
How they created internal scorecards that managers could use to coach and guide their teams’ AI use.
Jul 15
•
Abi Noda
9
1
1
Adopting the product operating model at Priceline
How Priceline used developer experience metrics, organizational change, and a product operating model to improve engineering effectiveness and prepare…
Jul 10
•
Justin Reock
42:09
Five studies changing how I think about AI in software engineering
AI compressed the upstream work. What does that mean for everything downstream?
Jul 10
•
Brian Houck
24
3
4
From dashboards to decisions
What three real-world case studies taught us about productivity measurement that works.
Jul 8
•
Brian Houck
15
June 2026
AI and engineering productivity: Debating the headlines
Listen now | Leaders from Etsy, Twilio, GitHub, Google, and Microsoft debate how AI is changing engineering productivity, technical debt, developer…
Jun 29
•
Justin Reock
2
39:42
2x the power users: How structured AI training scaled developer productivity
How Indeed drove AI coding tool adoption from 25% to 97% across 2,000 engineers, and what it learned about training, enablement, and preparing for the…
Jun 29
1
40:50
From PR throughput to product velocity: How Dropbox is rethinking productivity in the agentic era
How Dropbox is adapting its engineering systems, workflows, and metrics for the agentic era as AI shifts bottlenecks beyond code generation.
Jun 29
21:54
Revisiting the DX Core 4 in the age of AI
Why the dimensions that matter most for engineering productivity remain stable, and how to interpret them as AI reshapes work.
Jun 24
•
Brian Houck
23
1
2
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