Engineering Enablement

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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…
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Abi Noda
How Google is accelerating code migrations with AI
Google cuts code migration time in half by automating tasks with AI.
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Abi Noda
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…
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Abi Noda

April 2025

Driving AI tool adoption — Lessons from Microsoft
An interview with researcher and SPACE author Brian Houck about proven strategies for driving AI adoption.
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Abi Noda
 and 
Brian Houck
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Can LLMs earn $1M from real freelance coding work?
A new benchmark tests AI’s ability to complete real-world tasks.
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Abi Noda
7
5 interesting learnings from Revenue per Engineer data at 300+ companies
Top-performing companies see $1.5M+ Revenue per Engineer.
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Abi Noda
1
The gap between developers’ ideal and actual workdays
How developers allocate their time and where AI can help.
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Abi Noda

March 2025

Operationalizing developer productivity metrics
How to integrate metrics into teams’ decision-making processes.
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Abi Noda
 and 
Laura Tacho
1
Backstage is dominating the developer portal market
Analysis of the IDP landscape
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Abi Noda
Attending an academic research conference
Learn about ICSE, the premier software engineering research conference.
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Abi Noda
Accelerating engineering velocity at Block
How Block’s DevEx team developed their roadmap and the key investments they’re making.
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Abi Noda

February 2025

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