Developed custom tracing metadata support for Agent Nodes within the n8n-io/n8n repository, focusing on enhancing observability and debugging capabilities for workflow executions. Leveraging TypeScript and Node.js, the work enabled users to attach metadata to tracing events, providing richer context for traceability and performance monitoring. The implementation improved the ability to diagnose issues quickly by making execution flows more transparent and actionable. Throughout the month, the effort centered on feature delivery and code quality, ensuring seamless integration with existing systems. This contribution strengthened workflow visibility and maintainability, reflecting a methodical approach to full stack and API development challenges.