Reports and Guides

State of AI Impact in Engineering: Q3 Report

report

State of AI Impact in Engineering: Q3 Report

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CAFE(S): Your Agent Is Only as Good as Its Context

whitepaper

CAFE(S): Your Agent Is Only as Good as Its Context

DX AI Measurement Framework closes the gap between AI spend and value

report

DX AI Measurement Framework closes the gap between AI spend and value

State of AI Impact in Engineering: Q2 Report

report

State of AI Impact in Engineering: Q2 Report

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

report

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

AI and engineering velocity: A longitudinal analysis

report

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

guide

Advanced prompting guide for AI-assisted engineering

State of AI Impact in Engineering: Q4 Report

report

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

report

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

report

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

template

Essential board slides for CTOs

Research on Developer Productivity teams at leading tech companies

report

Research on Developer Productivity teams at leading tech companies

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

guide

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

Measuring developer productivity with the DX Core 4

report

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

report

How DevProd teams got funded: 20 real-world examples

When should you establish a Developer Productivity team?

report

When should you establish a Developer Productivity team?

State of developer experience report 2024

report

State of developer experience report 2024

How (in)efficient are engineering organizations?

report

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

report

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

report

DevEx: What actually drives productivity

Developer productivity metrics at top tech companies

guide

Developer productivity metrics at top tech companies