Observability
Pixie eBPF Observability Platform: Zero-Instrumentation Kubernetes Monitoring with Auto-Telemetry
2 min readPixie leverages eBPF technology to provide zero-instrumentation observability for Kubernetes clusters, automatically collecting telemetry data without requiring code changes or …
OpenTelemetry Distributed Tracing: Production Setup and Best Practices for Enterprise Microservices
14 min readImplementing distributed tracing in complex microservices environments requires a robust, vendor-neutral solution that can scale with your infrastructure. OpenTelemetry has emerged …
Implementing SLIs, SLOs, and SLAs in Kubernetes Environments for 2025
7 min readService Level Indicators (SLIs), Objectives (SLOs), and Agreements (SLAs) form the backbone of effective reliability engineering. In Kubernetes environments, these concepts are …
Jaeger Performance Optimization: High-Throughput Distributed Tracing at Enterprise Scale
2 min readJaeger is the industry-standard distributed tracing system for microservices, but achieving high performance at enterprise scale requires careful optimization. This guide covers …
Grafana Loki Log Aggregation at Scale: Production Architecture for Multi-Tenant Kubernetes
12 min readCentralized log aggregation is essential for troubleshooting and monitoring distributed systems, but traditional solutions like Elasticsearch can be resource-intensive and complex …
Prometheus TSDB Compaction Failed: The 64 GiB Index Ceiling and What It Says About Your Cardinality
13 min readPrometheus compaction had been running fine for months. Then this showed up in the logs, and kept showing up every couple of hours: level=ERROR source=db.go:1219 msg="compaction …
Observability for Go Microservices in Kubernetes: Implementing Logging, Metrics, and Tracing
11 min readIn today’s complex distributed systems, particularly microservices deployed on Kubernetes, understanding what’s happening inside your applications is crucial. This article provides …
eBPF Program Development: Comprehensive Production Guide for Observability and Security
16 min readExtended Berkeley Packet Filter (eBPF) has revolutionized Linux observability and security by enabling safe, efficient kernel-level programming without kernel modules. This …