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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
DX Annual: recording library
Key themes from our inaugural conference and which recordings to start with.
May 11
•
Justin Reock
14
2
Announcing my new book, Frictionless
Nicole Forsgren's and my new book on developer experience.
Nov 19, 2025
•
Abi Noda
19
3
AI in engineering: Q2 2026 benchmarks & research readout
Brian Houck and Justin Reock unpack DX’s latest AI Impact Report, exploring where AI is improving engineering velocity and where those gains are failing…
Aug 14
•
Brian Houck
38:51
“Your benchmarks don't apply to us"
Why benchmark trends matter more than you think.
Aug 14
•
Brian Houck
9
Most Popular
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How Google Measures and Manages Tech Debt
Jun 9, 2023
•
Abi Noda
62
2
1
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
What causes 'bad days' for developers?
Nov 25, 2024
•
Abi Noda
19
1
AI in engineering
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“Your benchmarks don't apply to us"
Why benchmark trends matter more than you think.
Aug 14
•
Brian Houck
9
DX Annual 2027: San Francisco and London
Next year DX Annual is returning to San Francisco and heading to London for the first time. Here's what to expect and how to register your interest.
Aug 11
•
Justin Reock
,
Brian Houck
, and
Abi Noda
10
3
What are code reviews even for?
AI didn't break code review. It just made the parts we'd been ignoring impossible to ignore.
Aug 5
•
Brian Houck
34
2
5
Data & benchmarks
See all
“Your benchmarks don't apply to us"
Why benchmark trends matter more than you think.
Aug 14
•
Brian Houck
9
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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DX Annual 2027: San Francisco and London
Next year DX Annual is returning to San Francisco and heading to London for the first time. Here's what to expect and how to register your interest.
Aug 11
•
Justin Reock
,
Brian Houck
, and
Abi Noda
10
3
39:24
How Microsoft sees engineering bottlenecks changing with AI
Tim Bozarth, Microsoft CoreAI CVP, explains how AI is changing engineering productivity, why outcomes matter more than output, and what engineering…
Aug 7
•
Brian Houck
7
What are code reviews even for?
AI didn't break code review. It just made the parts we'd been ignoring impossible to ignore.
Aug 5
•
Brian Houck
34
2
5
Engineering Enablement
Research and perspectives on developer productivity.
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Engineering Enablement
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