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The AI efficiency plateau
Tracking the trajectory of developer time savings from AI
May 27
•
Brian Houck
10
2
3
AI productivity gains: More modest than expected
Findings from DX’s longitudinal analysis of AI’s impact on velocity from November 2024 to February 2026.
Apr 28
•
Abi Noda
and
Brian Houck
19
4
AI Impact Report: Q1 2026
A quarterly snapshot from 400+ companies integrating AI into daily engineering work
Apr 14
•
Justin Reock
20
2
Developer ramp-up time continues to accelerate with AI
Time to 10th PR has more than halved since early 2025.
Apr 9
•
Justin Reock
13
5
AI productivity gains are 10%, not 10x
Preliminary data from our longitudinal AI impact study
Mar 11
•
Justin Reock
32
12
3
AI tooling benchmarks: PR throughput and usage by tool (Q1 2026)
Updated data from a sample of 64,680 developers across 219 companies.
Jan 21
•
Justin Reock
12
1
1
DevProd headcount benchmarks, Q1 2026
Research across multiple industry verticals and engineering team sizes.
Jan 7
•
Justin Reock
12
AI-assisted engineering: Q4 impact report
Data and insights from 400+ organizations navigating their AI transformation.
Nov 4, 2025
•
Laura Tacho
6
5 interesting learnings from Revenue per Engineer data at 300+ companies
Top-performing companies see $1.5M+ Revenue per Engineer.
Apr 9, 2025
•
Abi Noda
20
1
1
2024 benchmarks for the DX Core 4
A summary of findings from this year's DX Core 4 benchmarks. This year we saw smaller companies delivering faster, tech companies spending more time…
Dec 17, 2024
•
Abi Noda
and
Laura Tacho
15
1
Platform vs. DevEx teams: What’s the difference?
They overlap, but Platform teams have a wider scope.
Nov 5, 2024
•
Abi Noda
24
2
2
What’s a good developer survey participation rate?
Results from our analysis of over 200 DX customers.
Oct 25, 2024
•
Abi Noda
7
1
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