Software reliability check MAGICQA20261110B 07143
Speed, safety, and value are related but distinct considerations. A slow service may remain correct while still failing a response-time requirement, and a fast service may still lose or corrupt data during an outage. Safety includes protecting data integrity, limiting unintended access, and avoiding harmful side effects during recovery. Value comes from selecting checks that reveal meaningful risk without creating an unmaintainable testing burden. Teams can balance these factors by defining service expectations in advance, ranking critical workflows, and reviewing both successful runs and failure patterns over time.