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Introducing CAFE(S): A framework for defining AI context quality
Five durable properties for evaluating the context we hand to AI agents.
Sep 24
•
Brian Houck
26
2
4
Most Popular
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How Google Measures and Manages Tech Debt
Jun 9, 2023
•
Abi Noda
63
2
1
What are code reviews even for?
Aug 5
•
Brian Houck
50
4
8
AI productivity gains are 10%, not 10x
Mar 11
•
Justin Reock
31
12
3
Measuring Developers’ Jobs-To-Be-Done
Sep 6, 2024
•
Abi Noda
26
2
AI in engineering
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The 10x org is in your grasp
Part III: Setting the groundwork for a truly 10x organization
Nov 11
•
Justin Reock
and
Scott Carey
7
1
Why DORA wasn’t enough, and what came next
Part II: The evolution of developer measurement
Nov 4
•
Justin Reock
and
Scott Carey
12
8
You can’t find 10x developers, but you can build 10x organizations
Part I: The Coding War Games, a study behind the 10x developer myth.
Oct 28
•
Justin Reock
and
Scott Carey
21
1
3
Data & benchmarks
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“Your benchmarks don't apply to us"
Why benchmark trends matter more than you think.
Aug 14
•
Brian Houck
10
1
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
25
3
The AI efficiency plateau
Tracking the trajectory of developer time savings from AI
May 27
•
Brian Houck
11
2
4
Recent posts
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46:02
Inside the DevEx Metrics Compass with André Meyer
Researcher André Meyer shares how teams can measure AI’s impact beyond adoption, choose meaningful productivity metrics, and understand what makes…
Nov 12
•
Brian Houck
2
The 10x org is in your grasp
Part III: Setting the groundwork for a truly 10x organization
Nov 11
•
Justin Reock
and
Scott Carey
7
1
Why DORA wasn’t enough, and what came next
Part II: The evolution of developer measurement
Nov 4
•
Justin Reock
and
Scott Carey
12
8
Engineering Enablement
Research and perspectives on developer productivity.
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