completion:
```json
{"tool_name": "submit_resolution", "arguments": {"resolution": "Review the Helm chart and rollback the billing-service to the previous version via `helm rollback <release-name> 0` or `kubectl rollout undo deployment/<name>` if it's a non-Helm deployment. Ensure the rollback is executed within 15 minutes of the bad deployment according to the Application Deployment Rollback Procedure (KB-00014). Check the services and pods status after rollback to verify it was successful.", "cited_artifacts": ["KB-00014"], "confidence": 0.85, "escalate": false}}
```

resolution: Review the Helm chart and rollback the billing-service to the previous version via `helm rollback <release-name> 0` or `kubectl rollout undo deployment/<name>` if it's a non-Helm deployment. Ensure the rollback is executed within 15 minutes of the bad deployment according to the Application Deployment Rollback Procedure (KB-00014). Check the services and pods status after rollback to verify it was successful.


completion:
```json
{"tool_name": "submit_resolution", "arguments": {"resolution": "Review the Helm chart for deployment manifest changes and revert them if necessary. If the issue is with the service account credentials, rotate them following the procedure in KB-00013.", "cited_artifacts": ["KB-00013"], "confidence": 0.75, "escalate": false}}
```

resolution: Review the Helm chart for deployment manifest changes and revert them if necessary. If the issue is with the service account credentials, rotate them following the procedure in KB-00013.


completion:
```json
{"tool_name": "submit_resolution", "arguments": {"resolution": "Review the rollback procedure for the billing-service deployment. Use Helm to rollback the deployment to the previous version immediately. Check the deployment history and status to ensure all pods are ready.", "cited_artifacts": ["KB-00014", "KB-00020"], "confidence": 0.85, "escalate": false}}
```

resolution: Review the rollback procedure for the billing-service deployment. Use Helm to rollback the deployment to the previous version immediately. Check the deployment history and status to ensure all pods are ready.


completion:
```json
{"tool_name": "submit_resolution", "arguments": {"resolution": "Review the logs for prod deployment of billing-service. Confirm that the rollback command was executed successfully. Verify that the billing-service is running the correct version. If the rollback was not performed or failed, contact the IT-PKI team to request a certificate renewal for the internal services.", "cited_artifacts": ["KB-00014"], "confidence": 0.8, "escalate": false}}
```

resolution: Review the logs for prod deployment of billing-service. Confirm that the rollback command was executed successfully. Verify that the billing-service is running the correct version. If the rollback was not performed or failed, contact the IT-PKI team to request a certificate renewal for the internal services.


completion:
```json
{"tool_name": "submit_resolution", "arguments": {"resolution": "Review the deployment logs and Helm history to identify the failed release version. Rollback the deployment using the Helm rollback command. Verify the rollback by checking the current deployment version and application status. Contact the CI/CD team if the rollback is not successful.", "cited_artifacts": ["KB-00020"], "confidence": 0.8, "escalate": false}}
```

resolution: Review the deployment logs and Helm history to identify the failed release version. Rollback the deployment using the Helm rollback command. Verify the rollback by checking the current deployment version and application status. Contact the CI/CD team if the rollback is not successful.


completion:
```json
{"tool_name": "submit_resolution", "arguments": {"resolution": "Review the Helm chart for the billing-service, verify the version configuration, and adjust it to point to the previous version. Execute the rollback command: helm rollback <release-name> <previous-version>. Verify the rollback by checking the service status and logs.", "cited_artifacts": ["KB-00013"], "confidence": 0.85, "escalate": false}}
```

resolution: Review the Helm chart for the billing-service, verify the version configuration, and adjust it to point to the previous version. Execute the rollback command: helm rollback <release-name> <previous-version>. Verify the rollback by checking the service status and logs.


completion:
```json
{"tool_name": "submit_resolution", "arguments": {"resolution": "Check the Helm chart for the billing-service to find the tag for the previous version. Use `helm rollback <release-name> <previous-version-tag>` to rollback the deployment. Verify the rollback was successful by checking the service status and logs.", "cited_artifacts": ["KB-00020"], "confidence": 0.8, "escalate": false}}
```

resolution: Check the Helm chart for the billing-service to find the tag for the previous version. Use `helm rollback <release-name> <previous-version-tag>` to rollback the deployment. Verify the rollback was successful by checking the service status and logs.


completion:
```json
{"tool_name": "submit_resolution", "arguments": {"resolution": "Review the Helm chart for the billing-service and revert to the previous version. Ensure all necessary environment variables and configurations match the previous release. Re-run the deployment steps if needed.", "cited_artifacts": ["KB-00020"], "confidence": 0.8, "escalate": false}}
```

resolution: Review the Helm chart for the billing-service and revert to the previous version. Ensure all necessary environment variables and configurations match the previous release. Re-run the deployment steps if needed.