The Problems You Can't See
Real stories from engineering teams who discovered what their metrics were hiding—and transformed their organizations.
Start with these stories
Two of the most common challenges engineering teams face—and how they solved them.
The Invisible Wall
They tripled the team and shipped 60% less. $12M in new salaries, worse results. The hidden bottleneck data revealed—and how they fixed it.
The $127,000 Ghost
$127,000/year for 17 lines of code per day. When a CEO finally got engineering visibility, he found both ghosts and hidden stars.
Which of these sounds familiar?
Every engineering organization has hidden challenges. Find the one that matches yours.
What these teams discovered
Hidden problems have real costs. These organizations found them before it was too late.
For the analytically minded
Prefer numbers over narratives? These case studies show the methodology, metrics, and week-by-week results.
The Predictability Problem
58% sprint completion despite working overtime. The problem wasn't estimation—it was invisible queues. How one team hit 89% by fixing flow.
The Quality Cliff
A 35-engineer team's incident rate dropped 71% after discovering which 0.8% of their codebase caused 67% of failures
What's hiding in your GitHub data?
Every engineering organization has invisible bottlenecks, hidden risks, and unrecognized performers. Find yours in minutes.
Prefer a walkthrough? Talk to sales