Boosting Your Teams' Productivity? Why DORA Will Not Save Your A**

DORA four keys, deploy frequency, lead time. You instrumented all of it and the team still feels slow. Thirty-plus implementations later the pattern is consistent: the metrics measure the pipeline, not the decisions. We go through what moved, and what I got wrong the first ten times.

You leave with the Engineering Leadership Benchmarks dataset, first-party numbers from 3,400+ sessions under CC BY 4.0, so you compare your team against something real instead of a vendor blog post.

Thirty-plus DORA rollouts in, the pattern stayed consistent: the four keys measure the pipeline, not the decisions. Teams instrument everything, deploy frequency, lead time, and still feel slow. This talk includes the ten times that pattern wasn't obvious yet, what got misread before it became a pattern at all.

Built for CTOs and VPs of Engineering who've already got the dashboards and still can't explain why the team feels stuck. The close is the Engineering Leadership Benchmarks dataset, first-party numbers from 3,400+ mentoring sessions under a CC BY 4.0 license, so the comparison runs against something real instead of a vendor blog post.