Worked on the grafana/grafana-llm-app repository to enhance reliability and configuration management for backend services. Focused on resolving a critical bug by shifting Grafana URL resolution from reliance on the GF_APP_URL environment variable to using the application’s configuration method, cfg.AppURL(). This change ensured consistent and accurate API request routing across diverse deployment environments, reducing the risk of misrouting and environment-specific failures. Utilized Go for backend development, emphasizing robust configuration handling and maintainability. The work supported scalable deployment patterns, improved integration stability with Grafana services, and streamlined onboarding for new environments by reinforcing configuration-driven approaches over environment variables.