High-performing release teams combine automated test depth with targeted manual exploration. Relying on only one approach leaves quality blind spots.
Automation focus
Automate regression-critical journeys, API contract checks, and data validation gates in CI CD pipelines.
Manual focus
Reserve manual sessions for usability risks, complex workflows, and integration edge cases that require domain judgment.