Express scenarios with clear Given, When, Then steps, and map each observable transition to a message. Support them with contract tests and schema validation to prevent silent drift. Simulate failures early, watch retries, and confirm idempotency so behavior under stress matches expectations communicated to stakeholders and customers.
Instrument services with traces, spans, and events using standards like OpenTelemetry. Correlate identifiers across boundaries so a single request paints its own interaction. Export sequence diagrams from trace data, compare against intended flows, and create follow-up tasks when reality diverges, transforming surprises into incremental learning rather than escalating firefights.