Tag: #observability
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 113 posts
Grafana Tempo Distributed Tracing and TraceQL Operations Guide 2026 ♪ Listenable
Grafana Tempo distributed tracing and TraceQL operations guide. Covering Tempo architecture, deployment modes, TraceQL query syntax, span metrics generation, Grafana dashboard integration, and storage optimization.
2026-03-04 · 20 min read #observability#2026-03OpenTelemetry Observability Blueprint: Integrating Metrics, Logs, and Traces ♪ Listenable
A practical document covering the OpenTelemetry Observability Blueprint for integrating Metrics, Logs, and Traces, with Why/How/When, comparison tables, troubleshooting, production code, and quizzes.
2026-03-04 · 15 min read #observability#practical-guide#productionBuilding Continuous Profiling for Kubernetes Applications with Pyroscope
A hands-on guide to Continuous Profiling in Kubernetes using Grafana Pyroscope. Covers eBPF-based profiling, Flame Graph analysis, CPU/memory bottleneck diagnosis, and Grafana dashboard integration.
2026-03-03 · 7 min read #observability#pyroscope#profiling#grafana#kubernetesOpenTelemetry Collector Pipeline Design Practical Guide — Receiver, Processor, Exporter
Covers everything from OpenTelemetry Collector architecture to pipeline design, Receiver/Processor/Exporter configuration, and production deployment patterns with practical examples.
2026-03-03 · 15 min read #observability#opentelemetry#telemetry#monitoring#2026-03Prometheus PromQL Mastery Guide
Master PromQL data types, selectors, key functions (rate/increase/histogramquantile), alerting rules, and dashboard queries through practical examples.
2026-03-03 · 5 min read #observability#prometheus#promql#monitoring#2026-03eBPF-Based Kubernetes Observability Guide: From Cilium Hubble to Tetragon ♪ Listenable
Hands-on guide to eBPF-based Kubernetes observability tools. Covers network flow observation with Cilium Hubble, security event detection with Tetragon, and writing custom eBPF programs.
2026-03-03 · 7 min read #observability#ebpf#cilium#hubble#tetragonOpenTelemetry Distributed Tracing Practical Guide — From Instrumentation to Jaeger Visualization
Covers everything from core concepts of distributed tracing with OpenTelemetry to Python/Java auto-instrumentation, OTel Collector configuration, Jaeger visualization, and production operation tips with code examples.
2026-03-03 · 7 min read #observability#opentelemetry#distributed-tracing#jaeger#2026-03Grafana LGTM Stack Complete Guide: Building Unified Observability with Loki + Grafana + Tempo + Mimir
Build a unified observability platform that manages Logs, Metrics, and Traces with the Grafana LGTM (Loki, Grafana, Tempo, Mimir) stack. Includes Docker Compose hands-on, OpenTelemetry integration, and Mermaid architectu
2026-03-02 · 7 min read #observability#grafana#loki#tempo#mimirGrafana + Loki + Promtail Log Pipeline Setup Guide
A hands-on guide to building a lightweight log collection, storage, and visualization pipeline with Grafana, Loki, and Promtail using Docker Compose, including label-based queries and alerting configuration
2026-03-02 · 9 min read #grafana#loki#promtail#observability#loggingCNPE (Certified Cloud Native Platform Engineer) Complete Guide — From Exam Scope to Production Tech Stack
A detailed analysis of the 5 CNCF CNPE certification domains based on the official curriculum. Covers production tech stacks including ArgoCD, Flux, Crossplane, Backstage, OpenTelemetry, Prometheus, and OPA/Kyverno with
2026-03-01 · 16 min read #kubernetes#cnpe#cncf#platform-engineering#gitopsFive Decisive Strategies for Opening Up the Black Box of Microservices with OpenTelemetry ♪ Listenable
Propagating business context with W3C Baggage, a hybrid automatic/manual instrumentation strategy, cost optimization through tail-based sampling, standardizing on Semantic Conventions, and choosing between OTLP gRPC and
2026-03-01 · 43 min read #opentelemetry#observability#microservices#distributed-tracing#otlpFluent Bit Complete Guide: Architecture, Configuration, and Kubernetes Integration for the Lightweight Log Processor ♪ Listenable
A comprehensive guide covering Fluent Bit lightweight architecture and pipeline (Input, Parser, Filter, Buffer, Output) structure, Kubernetes DaemonSet deployment, log routing, parser configuration, Elasticsearch/Loki/S3
2026-03-01 · 41 min read #fluent-bit#logging#observability#kubernetes#fluentdWhat Is Prometheus?
What Is Prometheus?
2024-07-27 · 2 min read #observability#prometheus