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Testing upgrades & workflow improvements

Faster path to validation with automatic test environment deploys and CI‑friendly previews.

Company: Credit Karma

testingci-cddeveloper-experience
Summary
Automated testenv deploys and CI-integrated previews to tighten the feedback loop and make reviews faster and more accurate.

Tightened the feedback loop by automating deploys to a dedicated test environment and making previews a first‑class part of the CI pipeline.

Highlights

  • After a release build, new versions auto‑deploy to a shared testenv
  • Previews integrate with CI so reviewers can test realistic builds quickly
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Tighter testing loop via auto testenv deploys and CI previews

Why clients care

Less waiting, more signal. Teams validate changes sooner and with higher confidence, which shortens cycle times and reduces “works on my machine” issues.