DevOps
OpenTelemetry Instrumentation for Node.js
A hands-on guide to instrumenting Node.js with OpenTelemetry: traces, metrics and logs via auto-instrumentation, custom spans, context and exporters.
·4 min read
Tags
Observability
19 articles · Page 2 of 2
Engineering
Structured Logging for Production Applications
How to implement structured logging that makes production debugging fast: JSON formats, context propagation, log levels, data masking and aggregation.
·4 min read
DevOps
Observability Beyond Monitoring: Traces, Logs, and Metrics
How to build a complete observability stack, connecting distributed traces, structured logs and metrics to debug production faster than monitoring alone.
·4 min read
Engineering
Distributed Tracing: Following Requests Across Services
When a request touches five services, each log is useless alone — distributed tracing ties them together with trace IDs, spans and context propagation.
·3 min read
DevOps
SLOs, SLIs, and Error Budgets: A Practical Guide
Service Level Objectives turn vague reliability goals into measurable contracts: how to define SLIs, set SLOs and use error budgets to balance velocity.
·3 min read
DevOps
Monitoring and Alerting Strategies That Actually Work
Alert fatigue kills incident response — build a monitoring strategy around SLIs, meaningful thresholds, and actionable alerts instead of noisy dashboards.
·3 min read
Engineering
Logging Best Practices for Production Systems
Structured logging, log levels, and correlation IDs — the patterns that turn noisy log output into a searchable, actionable observability layer.
·3 min read