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Goal: Test Stability

Use your Staging (QA or Test) environment for the best balance between reliability and safety.What this gives you
  • Stable builds with predictable data.
  • Space for complete end-to-end and regression testing.
  • Safe configuration for allowlisted email domains or test credentials.
Staging may lag behind active development. If releases are infrequent, regressions might not surface until later in testing.

Goal: Get rapid feedback during test development

Run tests in your Development environment to identify regressions early.What this gives you
  • Immediate feedback after merges.
  • Quick iteration and faster bug turnaround.
  • Tight integration with the development process.
Development environments can be unstable or inconsistent. Failing tests here often point to temporary issues rather than actual defects.

Goal: Verify the real user experience

Run tests in Production when you need complete confidence in real-world behavior.What this gives you
  • Testing against the exact production configuration.
  • Real performance and reliability data.
  • Confirmation that core user flows work correctly in the live environment.
Bugs discovered here have already reached users. Some flows (such as payments) may trigger real transactions or a financial risk.

Goal: Validate changes before merging code

Ask QA Wolf to help you enable PR testing to run your flows automatically on each pull request.What this gives you
  • Early, automated feedback in your VCS.
  • Confidence that merges won’t break mainline tests.
  • Faster, safer release cycles.
PR testing requires dedicated or isolated environments. Shared resources or reused credentials can cause flaky results.
QA Wolf recommends using release candidates (RCs) for PR testing.
Last modified on February 9, 2026