If it is not a toy project then QA testing does not scale because there are thousands if not millions paths that request can flow through the infrastructure based on a user's actions.
That's why it is imperative to augment and nearly replace QA with end-to-end integration tests. Not only that but the integration tests must be funneled though the production gates to have a reasonable assurance that the code works in production configuration -- such as production request/task budgets, production latency and production tracking/tracing.
That in turn requires the test code being gated from production traffic ( which requires infrastructure to support request pinning ) and monitored/instrumented ( requires request tracing ) and actions ( error rate is 77 reqs/second when the test generates 4 req/sec means that the non-test traffic is landing on the test - remove test deploy immediately ).
So we are back to the integration tests nearly a 100% coverage to allow for unattended deploy.
If it is not a toy project then QA testing does not scale because there are thousands if not millions paths that request can flow through the infrastructure based on a user's actions.
That's why it is imperative to augment and nearly replace QA with end-to-end integration tests. Not only that but the integration tests must be funneled though the production gates to have a reasonable assurance that the code works in production configuration -- such as production request/task budgets, production latency and production tracking/tracing.
That in turn requires the test code being gated from production traffic ( which requires infrastructure to support request pinning ) and monitored/instrumented ( requires request tracing ) and actions ( error rate is 77 reqs/second when the test generates 4 req/sec means that the non-test traffic is landing on the test - remove test deploy immediately ).
So we are back to the integration tests nearly a 100% coverage to allow for unattended deploy.