Dev.to
5/12/2026

Building GBIM Observability From Correlation IDs to a Populated k6 Dashboard
Short summary
Implemented comprehensive observability for GBIM using custom Prometheus metrics for auth flows, end-to-end correlation IDs for request tracing, GA4 event analytics, and k6 load testing dashboard population. The full monitoring stack now includes proactive alerting to Discord, transforms dashboards from passive monitoring to active incident response, and enables correlation-based debugging from frontend errors to backend logs.
- •Custom Prometheus metrics for authentication flows and business outcomes
- •Correlation IDs enable end-to-end tracing from frontend to backend logs
- •GA4 event analytics and automated Discord alerts for threshold breaches
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