7 articles
Build production observability in 2026: structured logging with Pino, metrics with Prometheus/Grafana, distributed tracing with OpenTelemetry, error tracking with Sentry, and alerting.
Build a production logging stack in 2026 with Grafana Loki: Promtail log shipping, LogQL queries, structured JSON logging, Kubernetes log collection, Grafana dashboards, log-based alerting, and the full PLG stack (Promtail + Loki + Grafana).
Deploy ELK Stack for centralized logging, indexing, and log analysis.
Build immutable audit trails for AI systems with structured logging, compliance-ready records, and analytics for debugging and fraud detection.
Structured logging with pino, log levels, Loki setup, LogQL queries, log sampling, correlation IDs, and cost optimization for high-volume services.
Implement the three pillars: Prometheus metrics, Loki structured logging, and Tempo distributed tracing. Correlate with trace IDs for complete request visibility.
Most loggers are synchronous — they block your event loop writing to disk or a remote service. logixia is async-first, with non-blocking transports for PostgreSQL, MySQL, MongoDB, SQLite, file rotation, Kafka, WebSocket, log search, field redaction, and OpenTelemetry request tracing via AsyncLocalStorage.