Common failure classes
Most failures occur due to auth expirations, schema mismatches, or endpoint timeouts.
- 401/403 credential issues
- Payload validation failures
- Retry exhaustion on unstable endpoints
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Most failures occur due to auth expirations, schema mismatches, or endpoint timeouts.
Use logs, replay mode, and isolated tests to identify root cause before redeployment.