Classify automation improvement actions by PDSA stage.
Sort the automation actions into the PDSA stage where they belong. Plan Do Study Act Name the release risk and the signal the new check should produce. Predict that isolated accounts will reduce checkout flake rate below one percent. Move account creation into a per-test fixture and merge the smallest safe change. Add timestamps around the payment mock reset for the next test run batch. Compare the next thirty executions against the predicted failure pattern. Review whether failures now point to one diagnosable cause instead of several. Keep the fixture change and move a redundant browser assertion to an API…
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