Using OpenTelemetry for Full-Stack Observability in Cloud Systems

Using OpenTelemetry for Full-Stack Observability in Cloud Systems

April 30, 2025

Monitoring modern applications requires more than just logs or metrics. With microservices, containers, and cloud-native tools, observability is key. At Essid Solutions, we implement full-stack observability using OpenTelemetry to unify logs, metrics, and traces across systems.


🔧 What Is OpenTelemetry?

OpenTelemetry (OTel) is an open-source standard for collecting telemetry data:

  • Traces – Track how a request flows through services
  • Metrics – Measure performance and resource usage
  • Logs – Record detailed events for debugging

With OTel, you can collect all three from multiple services in a vendor-neutral way.


⚖️ Benefits of Full-Stack Observability with OTel

  • Unified view across frontend, backend, and cloud
  • Faster root cause detection and resolution
  • No vendor lock-in (compatible with Datadog, Prometheus, Grafana, etc.)
  • Works across languages (Python, Node.js, Java, Go, .NET)

🌐 Example Architecture

[ App Services: Python APIs, Frontend, DB ]
       |
       v
[ OpenTelemetry SDKs / Agents ]
       |
       v
[ Collector ] --> [ Exporters: Prometheus, Jaeger, Grafana, Datadog ]

🔬 Tools We Integrate With OTel

  • Backend Monitoring: Prometheus, Jaeger, Zipkin, New Relic, Datadog
  • Frontend Tracing: Web SDKs + Browser telemetry
  • Dashboards: Grafana, OpenObserve, Sentry
  • Export Formats: OTLP, JSON, gRPC, HTTP

💼 Use Case: Kubernetes-Based SaaS App

A client running microservices on EKS needed unified observability. We:

  • Instrumented Python, Node.js, and Go services with OTel SDKs
  • Deployed OpenTelemetry Collector as a sidecar in Kubernetes
  • Exported traces to Jaeger and metrics to Prometheus + Grafana

Result: Reduced MTTR (Mean Time to Resolution) by 65% and improved on-call efficiency.


📅 Upgrade Your Monitoring with OpenTelemetry

We’ll help you go beyond basic logs and metrics with unified observability.

👉 Request an OTel implementation call
Or email: hi@essidsolutions.com

Avada Programmer

Hello! We are a group of skilled developers and programmers.

Hello! We are a group of skilled developers and programmers.

We have experience in working with different platforms, systems, and devices to create products that are compatible and accessible.