Datadog × Betterment
Datadog x Betterment: from broken CI to 95% build success
95%+ build success rate, up from below 50%
CI as a source of friction to CI as a source of confidence
Members read free
Unlock the full breakdown
Enter your email to open every case study in the library: the full screenshot, why it works, and the one thing worth stealing. One email unlocks all of them.
Free. No spam. Unsubscribe anytime.
You're in — enjoy the library.
Why it works
The story leads with a genuine reversal: a build success rate below 50% is a broken state, not merely a slow one, which makes this a Turnaround rather than a pure Efficiency play. The efficiency gains are large and concrete (75% faster builds, 50% lower compute costs) and earn a secondary tag, but the headline and opening frame the before-state as collapse and embarrassment, not as a cost problem. The piece is strengthened by candid self-assessment from the engineer on record, which makes the metrics land with credibility.
Steal this
The shared, live Datadog dashboard checked daily by the whole org. Making a single health metric visible to everyone and tying it to a named goal (95%) created the accountability loop that sustained the improvement after the initial fix.
Click to enlarge ↗ This is editorial commentary and curation. The case study, screenshot, and all metrics are Datadog's published work; we link to the source and lead with our analysis.