RESEARCH_FILE
Nicole Forsgren
GitHub (Microsoft Research) / DORA co-founder
Known for:Co-creator of the SPACE framework for developer productivity and lead researcher on the DORA State of DevOps reports
SEE THE PRACTICE
Turn a thought this research explains into one clear move.
THE THOUGHT
“He ships in a day what takes me a week”
YOUR RECORDED RESPONSE
“Different tickets, different codebases, different luck. The benchmark is invalid.”
ONE PRIVATE MOVE
Open a note and list three concrete differences between your last hard ticket and one fast-shipped task you noticed today: codebase age, unknowns, and dependencies. Keep it private and stop at three.
Key findings
- 2021
With Storey, Maddila, Zimmermann, Houck and Nagappan, Forsgren introduced the SPACE framework — arguing that developer productivity cannot be reduced to any single metric and that satisfaction/wellbeing, performance, activity, communication/collaboration, and efficiency/flow are five independent dimensions each requiring distinct measurement. The SPACE of Developer Productivity ↗
- 2023
DORA's 2023 State of DevOps Report, building on Forsgren's research program, found that high-performing engineering teams outperform low performers across all four DORA metrics simultaneously — they do not trade off speed against stability but achieve both through organizational and cultural practices. DORA State of DevOps Report 2023 ↗