6 articles
Build production observability in 2026 with structured logging, Prometheus metrics, Grafana dashboards, distributed tracing via OpenTelemetry, and alerting rules that catch issues before users notice.
Implement OpenTelemetry for vendor-neutral distributed tracing, metrics, and logs: SDK setup for Node.js and Python, collector configuration, Jaeger integration, and context propagation across microservices.
Master end-to-end LLM observability with OpenTelemetry spans, trace correlation, adaptive sampling, and anomaly detection to catch production issues before users do.
Trace LLM inference with OpenTelemetry semantic conventions. Monitor token counts, latency, agent loops, and RAG pipeline steps with structured observability.
Deploy OpenTelemetry with auto-instrumentation, custom spans, metrics, and the Collector pipeline. Export to Jaeger, Tempo, or Datadog.
Complete OpenTelemetry setup for Node.js, auto-instrumentation, custom spans, trace propagation, OTLP export to Tempo/Jaeger, sampling strategies, and production alerting.