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1. Use dedicated service credentials
Avoid personal API keys for production integrations. Create dedicated machine credentials with a clear owner and expiration plan.
2. Start with read-only where possible
Validate mapping and payload integrity with read-only permissions before enabling write actions.
3. Add sync health dashboards
Monitor sync lag, failures, and retries so integration drift is detected before it impacts operational teams.