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AI made developers faster. Is their judgment keeping up?
A study of 331 Microsoft developers on where AI makes them faster, go further, or start afresh.
Oct 21
•
Brian Houck
and
Scott Carey
11
5
1
The CAFE(S) framework: Improving AI agent effectiveness
Brian Houck and his co-authors explore how the CAFE(S) framework helps engineering teams improve context quality, reduce costly AI failures, and make…
Oct 16
•
Brian Houck
6
3
39:20
The gap between code velocity and trust is growing
Throughput is up 75.5% in a year, but organizations with the most AI-authored code wait 105% longer for a first review.
Oct 14
•
Grace Fu
and
Scott Carey
13
1
1
Don’t measure AI Code Percentage on its own
Treat it like a lens, not a KPI.
Oct 7
•
Scott Carey
and
Brian Houck
12
8
1
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
2
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
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