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Introducing the AI Measurement Framework
A research-based approach for measuring the impact of AI-assisted engineering in your organization.
Jul 9
•
Abi Noda
and
Laura Tacho
14
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Introducing the AI Measurement Framework
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How Snowflake’s DevProd team operates
The communication channels, rhythms, and principles that made Snowflake’s DevProd team one of the most trusted teams in the company.
Jul 2
•
Abi Noda
,
Gilad Turbahn
, and
Amy Yuan
10
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How Snowflake’s DevProd team operates
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How much does AI impact development speed?
A randomized trial at Google estimates a 21% speed boost from AI coding tools.
Jun 25
•
Abi Noda
10
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Engineering Enablement
How much does AI impact development speed?
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How to communicate the reality of AI-assisted engineering in today’s hype cycle
Show real use cases, outline the cost of enablement, and tell a story with data.
Jun 11
•
Abi Noda
and
Laura Tacho
16
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Engineering Enablement
How to communicate the reality of AI-assisted engineering in today’s hype cycle
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2
Setting targets for developer productivity metrics
How to set goals on the right types of metrics while avoiding common pitfalls.
May 28
•
Abi Noda
and
Laura Tacho
19
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Engineering Enablement
Setting targets for developer productivity metrics
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Findings from Microsoft’s 3-week study on Copilot use
After three weeks of using Copilot, developers felt more positive about the tool and AI overall, but they also emphasized the ongoing need to carefully…
May 21
•
Abi Noda
13
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Findings from Microsoft’s 3-week study on Copilot use
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How Google is accelerating code migrations with AI
Google cuts code migration time in half by automating tasks with AI.
May 14
•
Abi Noda
23
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Engineering Enablement
How Google is accelerating code migrations with AI
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Characterizing a high-functioning team
Developers on high-functioning teams are more productive, more satisfied in their roles, and more confident in their team’s ability to ship high-quality…
May 7
•
Abi Noda
22
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Characterizing a high-functioning team
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