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How Meta reduced diff authoring time by 40%
Meta researcher Moritz Beller shares how Meta measures developer productivity and how AI is changing engineers’ work, metrics, and testing.
Oct 2
•
Brian Houck
5
46:55
September 2026
Do you really need another framework?
Where CAFE(S) fits with your existing measurement and evaluation stack.
Sep 30
•
Brian Houck
11
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
1
4
Your agent doesn't have a model problem
The context problems humans have been quietly fixing for decades and what happens when agents inherit them.
Sep 16
•
Brian Houck
13
9
1
How Okta sets guardrails and context for AI agents
Okta Chief Architect Robert Lucero explains how organizations can securely deploy AI agents while improving engineering productivity, testing, and…
Sep 11
•
Brian Houck
3
37:35
AI accelerates output, not innovation
AI output explains 63% of developer time savings but shows a weak link to increased innovation ratio.
Sep 9
•
Grace Fu
16
2
3
The quality paradox of AI-generated code
What a five-part definition of quality from 2020 tells us about software development in the age of AI.
Sep 2
•
Brian Houck
22
5
4
August 2026
Code Quality & AI Readiness at Capital One
Max Kanat-Alexander, Executive Distinguished Engineer at Capital One, discusses how AI is reshaping software development and why strong engineering…
Aug 26
•
Brian Houck
8
42:41
Can “Predictable Delivery” be measured?
Five statistical techniques for turning delivery history into forecasting confidence.
Aug 21
•
Brian Houck
15
2
Is there a relationship between cycle time and PR throughput?
There’s a closer relationship between the two in high-throughput organizations. In low-throughput organizations, there are other variables at play.
Aug 19
•
Brian Houck
and
Grace Fu
16
1
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
10
1
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