Backend Monitoring Best Practices: SLOs, Golden Signals, Alerts, and Production Dashboards
A practical backend monitoring guide covering SLOs, golden signals, RED/USE metrics, dependency monitoring, queue and database health, alert design, dashboards, cardinality, and incident-ready telemetry.
Monitoring
Showing 9 of 9 articlesGrafana Loki in Production: LogQL, Labels, OTLP, Storage, and Multi-Tenancy
A production guide to Grafana Loki covering labels, structured metadata, LogQL, OTLP ingestion, TSDB storage, object stores, retention, multi-tenancy, cardinality, limits, and scalable deployment design.
Observability Explained: Logs, Metrics, Traces, OpenTelemetry, and SLOs
A practical guide to observability covering logs, metrics, traces, OpenTelemetry, context propagation, SLOs, golden signals, cardinality, sampling, telemetry cost, and incident debugging in distributed systems.
System Monitoring Explained: What to Measure, Alert On, and Investigate
A beginner-friendly guide to production monitoring covering black-box and white-box checks, golden signals, SLOs, dependency and resource monitoring, synthetic probes, alert design, dashboards, and incident investigation.
Monitoring and Logging Together: A Practical Observability Workflow for Production Systems
A practical guide to combining metrics, logs, traces, synthetic monitoring, correlation IDs, alerts, retention, and cost controls so production teams can detect incidents quickly and investigate them with evidence.
Production Logging Best Practices: Structured Logs, Correlation, Security, and Cost
A practical application-logging guide covering structured events, log levels, trace correlation, sensitive-data redaction, audit logs, async delivery, sampling, retention, cost control, and common production logging mistakes.
Prometheus in Production: PromQL, Metrics, Histograms, Cardinality, and Scaling
A production guide to Prometheus covering the time-series model, counters and gauges, native histograms, PromQL, recording and alerting rules, service discovery, label cardinality, HA, remote write, retention, and operational limits.
ELK Stack for Production Logging: Elasticsearch, Logstash, Kibana, Data Streams, and ILM
A production guide to the ELK/Elastic logging stack covering Elasticsearch, Logstash, Kibana, data streams, ECS, ingest pipelines, lifecycle management, mappings, retention, scaling, security, and when full-text indexing is worth the cost.
Grafana in Production: Dashboards, Alerting, Data Sources, RBAC, and Provisioning
A practical production guide to Grafana covering dashboards, variables, transformations, data sources, alerting, SLO views, provisioning as code, RBAC, multi-team organization, query cost, and dashboard design.