Cloud & DevOps
9 min read August 11, 2026

Full-Stack Observability: OpenTelemetry, Sentry & Datadog Integration

Combine OpenTelemetry distributed tracing, Sentry error tracking, and Datadog APM metrics to maintain 99.99% uptime across production microservices.

Rajesh Varma

Rajesh Varma

Cloud & Infrastructure Lead

Full Stack Application Monitoring Dashboard
Key Takeaways
  • OpenTelemetry provides a vendor-neutral standard for collecting logs, metrics, and distributed traces.
  • Capture unhandled frontend exceptions instantly with Sentry source map integration.
  • Monitor database query latency and external API call bottlenecks using Datadog APM traces.

Full-Stack Application Monitoring & Observability

Observability enables engineering teams to understand the internal state of a distributed system by analyzing telemetry data (logs, metrics, and traces).

**TL;DR:** Achieve enterprise visibility using vendor-neutral OpenTelemetry distributed tracing alongside Sentry error tracking.

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OpenTelemetry Node.js SDK Initialization Blueprint

import { NodeSDK } from "@opentelemetry/sdk-node";
import { getNodeAutoInstrumentations } from "@opentelemetry/auto-instrumentations-node";
import { OTLPTraceExporter } from "@opentelemetry/exporter-trace-otlp-grpc";

const sdk = new NodeSDK({
  traceExporter: new OTLPTraceExporter({
    url: process.env.OTEL_EXPORTER_OTLP_ENDPOINT || "grpc://localhost:4317",
  }),
  instrumentations: [getNodeAutoInstrumentations()],
});

sdk.start();
Frequently Asked Questions

Why use OpenTelemetry over vendor-specific SDKs?

OpenTelemetry prevents vendor lock-in, allowing telemetry data to be routed to Datadog, Grafana, or New Relic without code changes.

Tags:
#Maintenance & Support
#Observability
#Datadog
#Sentry
#OpenTelemetry
Rajesh Varma

Rajesh Varma

Cloud & Infrastructure Lead

Rajesh sets up end-to-end telemetry and monitoring systems.

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