Tag: #observability
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 113 posts
Grafana Tempo Distributed Tracing and TraceQL Operations Guide 2026
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
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
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
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
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