12 - Case Study - End-to-End Observability Implementation (Microservices)
Startup con 5 microservizi implementa OTel: auto-instrumentation in Java services, Collector gateway, Jaeger + Prometheus + Grafana, correlation IDs f
Mar 20, 20261 min read
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#observability
Articles tagged with #observability
11 - AI Observability - Monitoring LLM Calls and Agent Behavior
LLM tracing (token usage, latency, errors), agent tracing (decisions, tool calls), cost tracking, hallucination detection signals, monitoring framewor
Mar 20, 20261 min read10 - Sampling Strategies - Reducing Telemetry Volume and Costs
Head-based sampling, tail-based sampling, probabilistic sampling, adaptive sampling, cost optimization, accuracy trade-offs.
Mar 20, 20261 min read09 - eBPF Instrumentation - Low-Overhead Observability Without Code Changes
eBPF fundamentals, kernel-level tracing, zero-code instrumentation, Pixie, CO-RE, performance benefits, Kubernetes integration.
Mar 20, 20261 min read08 - Context Propagation - Correlating Logs, Traces, and Metrics
Trace context propagation, correlation IDs, baggage, linking logs to traces, log correlation in ELK, unified view.
Mar 20, 20261 min read07 - Backend Integration - Jaeger, Prometheus, and Grafana Setup
Jaeger (tracing backend), Prometheus (metrics), Grafana (visualization), integration, stack setup (Docker Compose, Kubernetes), example dashboards.
Mar 20, 20261 min read