Betterment, from New York, accelerated CI/CD, rebuilt developer confidence, and cut costs using Datadog Software Delivery. As engineering teams and codebase scaled, CI reliability and productivity dropped due to flaky tests, 40-minute pipeline times, eroding trust, wasting compute resources, morale, and velocity. Datadog’s unified observability platform provided data-driven clarity, flexible instrumentation, and actionable insights for CI/CD pipelines via CI Visibility, Test Optimization, and Workflow Automation—integrating granular metrics, custom dashboards, real-time alerting, and intelligent test selection in one platform.

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