Reports and Guides

State of AI Impact in Engineering: Q2 Report

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State of AI Impact in Engineering: Q2 Report

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Atlassian (DX) named a Leader in the 2026 Gartner® Magic Quadrant™ for Developer Productivity Insight Platforms

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Atlassian (DX) named a Leader in the 2026 Gartner® Magic Quadrant™ for Developer Productivity Insight Platforms

AI and engineering velocity: A longitudinal analysis

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AI and engineering velocity: A longitudinal analysis

State of AI Impact in Engineering: Q1 Report

report

State of AI Impact in Engineering: Q1 Report

Advanced prompting guide for AI-assisted engineering

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Advanced prompting guide for AI-assisted engineering

State of AI Impact in Engineering: Q4 Report

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State of AI Impact in Engineering: Q4 Report

The AI strategy playbook for senior executives

guide

The AI strategy playbook for senior executives

How 18 top companies measure the impact of AI in engineering

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How 18 top companies measure the impact of AI in engineering

Leading developer productivity initiatives

guide

Leading developer productivity initiatives

How to communicate the reality of AI-assisted engineering in today’s hype cycle

guide

How to communicate the reality of AI-assisted engineering in today’s hype cycle

Measuring AI code assistants and agents

whitepaper

Measuring AI code assistants and agents

Prompting guide for AI-assisted engineering

guide

Prompting guide for AI-assisted engineering

Revenue per Engineer: benchmarks and findings from 300+ Companies

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Revenue per Engineer: benchmarks and findings from 300+ Companies

You have developer productivity metrics. Now what?

guide

You have developer productivity metrics. Now what?

Essential board slides for CTOs

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Essential board slides for CTOs

Research on Developer Productivity teams at leading tech companies

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Research on Developer Productivity teams at leading tech companies

DORA, SPACE, and DevEx: Which framework should you use?

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DORA, SPACE, and DevEx: Which framework should you use?

Measuring developer productivity with the DX Core 4

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Measuring developer productivity with the DX Core 4

Developer Experience Index: The one number you need to increase ROI per engineer

report

Developer Experience Index: The one number you need to increase ROI per engineer

How to measure AI adoption and impact

guide

How to measure AI adoption and impact

How DevProd teams got funded: 20 real-world examples

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How DevProd teams got funded: 20 real-world examples

When should you establish a Developer Productivity team?

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When should you establish a Developer Productivity team?

State of developer experience report 2024

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State of developer experience report 2024

How (in)efficient are engineering organizations?

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How (in)efficient are engineering organizations?

Assessing the impact of AI coding assistants: Survey template

guide

Assessing the impact of AI coding assistants: Survey template

Headcount benchmarks for DevProd teams

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Headcount benchmarks for DevProd teams

Designing developer experience surveys

guide

Designing developer experience surveys

Developer experience survey template

guide

Developer experience survey template

DevEx: What actually drives productivity

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DevEx: What actually drives productivity

Developer productivity metrics at top tech companies

guide

Developer productivity metrics at top tech companies