Observability in 2024: Metrics, Logs, Traces for Modern Apps in India
Go beyond monitoring. Learn observability using Prometheus, Grafana, OpenTelemetry, and distributed tracing for India-scale applications.
Aman Garg
SRE & Platform Engineer
In brief
Go beyond monitoring. Learn observability using Prometheus, Grafana, OpenTelemetry, and distributed tracing for India-scale applications.
The full picture
Observability is about understanding system behavior under real conditions, not just checking whether servers are up. Teams that instrument well resolve incidents faster and make better architecture decisions.
Metrics, logs, and traces should work together. Metrics tell you something is wrong, logs show local context, and traces reveal how failures propagate across services.
Alert quality is another common gap. Alerting on noise creates fatigue; alerting on service-level objectives creates action.
Practical takeaway
tie technical telemetry to business impact. When teams can connect latency or errors to customer outcomes, prioritization becomes much clearer.
