Worked on the elastic/beats repository to enhance observability in Metricbeat’s autoops_es module by aligning error handling with the Elastic Common Schema. Focused on delivering structured error events and improving HTTP response tracking, the work enables more accurate and consistent observability signals for incident detection and triage. The technical approach involved refactoring error handling logic in Go, reorganizing imports for maintainability, and ensuring that error reporting adheres to ECS standards. Leveraged skills in API integration, error handling, and testing to create a more robust foundation for future enhancements, supporting reliable monitoring and streamlined troubleshooting within the Metricbeat ecosystem.