Research & Guides
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Measuring AI code assistants and agents
To thrive in the AI era, organizations must adapt quickly. The DX AI Measurement Framework™ offers research-based metrics for measuring the impact of AI-assisted engineering in your organization.
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DORA, SPACE, and DevEx: Which framework should you use?
Understand DORA, SPACE, DevEx, and the DX Core 4 frameworks for measuring developer productivity, then choose the one that actually works for your organization.
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Measuring developer productivity with the DX Core 4
The DX Core 4™ is a unified framework for measuring developer productivity that encapsulates DORA, SPACE, and DevEx.
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How to communicate the reality of AI-assisted engineering in today’s hype cycle
Show real use cases, outline the costs of enablement, and become the trusted voice of reason on AI’s impact within your organization.
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You have developer productivity metrics. Now what?
Once you’ve collected developer productivity metrics, the real challenge begins: turning data into action that actually drives change.