How do you isolate generated service contracts from application logic so interface updates remain reviewable? We want upgrades to be predictable rather than broad rewrites.

Beyond basic uptime, which latency, error, dependency, and business-flow signals help your support team distinguish client issues from service or downstream problems?

Retries can improve resilience but can also duplicate work. What principles do you use to classify read, maintenance, and transaction operations before adding retry policies?

We want durable automated tests built from synthetic examples. How do you design representative fixtures while ensuring production member data never enters source control or lower environments?

Has anyone automated contract comparison or generated-client review as part of release readiness? Looking for a process that surfaces meaningful changes without overwhelming reviewers.