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OpenTelemetry

Top 10 Grafana Alternatives in 2026: Complete Comparison Guide

Discover the top open-source Grafana alternatives in 2026. Compare features like dashboards, alerting, metrics, logs, traces, scalability, and ease of use for modern DevOps teams.

Simran Kumari

2026-07-06

Top 10 Kubernetes Monitoring Tools in 2026: Complete Guide

Engineering

Kubernetes Monitoring Observability

Top 10 Kubernetes Monitoring Tools in 2026: Complete Guide

Compare the top 10 Kubernetes monitoring tools in 2026, including OpenObserve, Prometheus, Datadog, and more. Features, cost, and use cases for DevOps and SRE teams.

Simran Kumari

2026-07-06

Top 10 Log Monitoring Tools in 2026: Complete Guide

Engineering

Logging Comparisons Observability

Top 10 Log Monitoring Tools in 2026: Complete Guide

A comprehensive comparison of the top 10 log monitoring tools in 2026 highlighting their strengths, trade-offs, and use-cases.

Simran Kumari

2026-07-06

Top 10 New Relic Alternatives in 2026: Complete Comparison Guide

Engineering

Comparisons Observability Monitoring

Top 10 New Relic Alternatives in 2026: Complete Comparison Guide

Explore top New Relic alternatives that offer better pricing, open-source flexibility, and full-stack observability for modern DevOps and SRE teams.

Simran Kumari

2026-07-06

MCP Server Observability: How to Trace, Monitor, and Debug Model Context Protocol Servers

Engineering

OpenTelemetry MCP Distributed Tracing

MCP Server Observability: How to Trace, Monitor, and Debug Model Context Protocol Servers

A producer-side guide to instrumenting your own MCP server with OpenTelemetry: tracing tools/call, propagating context via _meta, and deriving RED metrics.

Gorakhnath Yadav

2026-06-25

Monitoring Claude Code Usage with OpenObserve and Querying via MCP

How To

Claude Code OpenTelemetry MCP

Monitoring Claude Code Usage with OpenObserve and Querying via MCP

Instrument Claude Code with OpenTelemetry, ship usage and cost data to OpenObserve, then query it back from Claude Code via the OpenObserve MCP server.

Gorakhnath Yadav

2026-06-25

How To

LLM Observability OpenTelemetry

How to Redact PII from LLM Telemetry Without Losing Debuggability

Learn how to redact PII from LLM telemetry using OpenObserve's SDR, VRL pipelines, and OTel Collector — keeping traces debuggable while staying GDPR, HIPAA, and CCPA compliant.

Simran Kumari

2026-06-24

Observability for the Claude Agent SDK: Tracing Tool Use and Extended Thinking with OpenTelemetry

How To

Claude Agent SDK OpenTelemetry Observability

Observability for the Claude Agent SDK: Tracing Tool Use and Extended Thinking with OpenTelemetry

Trace, meter, and log Claude Agent SDK agents with OpenTelemetry: tool calls, MCP servers, extended thinking, and cost, all correlated in OpenObserve.

Gorakhnath Yadav

2026-06-22

Instrumenting Amazon Bedrock, Bedrock Agents, and AgentCore with OpenTelemetry

How To

Amazon Bedrock OpenTelemetry Observability

Instrumenting Amazon Bedrock, Bedrock Agents, and AgentCore with OpenTelemetry

Trace Amazon Bedrock model calls, Bedrock Agents, and AgentCore with OpenTelemetry's gen_ai.* conventions (v1.41), then track token cost in dollars in OpenObserve.

Gorakhnath Yadav

2026-06-22

Microservices Monitoring: The Complete Guide to Why OpenObserve Is the Best Tool in 2026

Engineering

Microservices Monitoring OpenObserve

Microservices Monitoring: The Complete Guide to Why OpenObserve Is the Best Tool in 2026

Learn what microservices monitoring is, the 3 pillars of observability, and why OpenObserve is the best open-source tool for monitoring microservices in 2026. 140x lower storage costs, unified logs, metrics, and traces.

Simran Kumari

2026-06-09

Why My 3AM Debug Session Takes 2 Hours: Fixing the Logs-Traces-Metrics Correlation Gap

Engineering

Observability OpenTelemetry Tracing

Why My 3AM Debug Session Takes 2 Hours: Fixing the Logs-Traces-Metrics Correlation Gap

Stop tab-switching at 3AM. Wire trace_id into logs and exemplars into metrics so you can pivot from alert to root cause in seconds, not hours.

Gorakhnath Yadav

2026-05-11

Engineering

Kubernetes Logging fluent-bit

How to Monitor Kubernetes Logs at Scale

A working pipeline for monitoring Kubernetes logs at scale: the openobserve-collector Helm chart for the fast path, or Fluent Bit + OpenTelemetry Collector for full control. Helm configs, multi-cluster routing, retention math.

Gorakhnath Yadav

2026-05-08

How to Replace Elasticsearch for Log Management

Engineering

Elasticsearch Logging OpenTelemetry

How to Replace Elasticsearch for Log Management

Elasticsearch was built for search, not logs. Learn how to migrate your ELK log pipeline to OpenObserve using OTel Collector or Fluent Bit.

Gorakhnath Yadav

2026-05-08

Engineering

AI OpenTelemetry Observability

How to Monitor AI Agents in Production

How to make AI agents observable in production: OTel instrumentation, telemetry backends, cost tracking, and trace analysis.

Gorakhnath Yadav

2026-05-05

n8n Monitoring with OpenTelemetry and OpenObserve

Engineering

n8n OpenTelemetry Observability

n8n Monitoring with OpenTelemetry and OpenObserve

How to monitor n8n workflows with Prometheus metrics and OpenTelemetry tracing using OpenObserve. Covers self-hosted n8n and instrumenting services that call n8n webhooks.

Gorakhnath Yadav

2026-05-05

What Backends Support OpenTelemetry (OTLP)? A Complete Guide

Engineering

OpenTelemetry Observability Backends

What Backends Support OpenTelemetry (OTLP)? A Complete Guide

A comprehensive list and comparison of observability backends that support OpenTelemetry and OTLP, covering open-source, commercial, and cloud-native options.

Gorakhnath Yadav

2026-04-30

How To

OpenTelemetry LLM OpenAI

How to Monitor OpenAI API Costs and Token Usage with OpenTelemetry

A practical, code-first guide to instrumenting OpenAI with OpenTelemetry. Capture token usage, attribute costs by user and feature, build a cost dashboard, and alert on anomalies in OpenObserve.

Gorakhnath Yadav

2026-04-21

LLM Cost Monitoring with OpenObserve: Track Token Usage, Control AI Spend, and Visualize Every Dollar Across Your LLM Pipelines

How to

LLM Observability Cost Monitoring

LLM Cost Monitoring with OpenObserve: Track Token Usage, Control AI Spend, and Visualize Every Dollar Across Your LLM Pipelines

Learn how to implement LLM cost monitoring with OpenObserve. This hands-on guide covers token-level tracing, cost dashboards, per-user and per-model spend attribution, VRL-powered span enrichment, real-time alerting, and AI agent cost observability.

Simran Kumari

2026-04-16

I Set Up OpenTelemetry. Now My Bill Is 10x Higher. What Happened?

Engineering

OpenTelemetry Cost Reduction Observability

I Set Up OpenTelemetry. Now My Bill Is 10x Higher. What Happened?

OpenTelemetry is free, but your observability backend is not. Learn practical strategies for observability cost reduction using sampling, filtering, retention, and backend architecture choices.

Manas Sharma

2026-04-16

OpenTelemetry for LLMs: What It Is and Why Your SRE Team Needs It Now

Engineering

OpenTelemetry LLM Observability

OpenTelemetry for LLMs: What It Is and Why Your SRE Team Needs It Now

Learn how OpenTelemetry's GenAI Semantic Conventions bring production-grade observability to LLM workloads. A complete guide for DevOps and SRE teams covering traces, metrics, logs, and a hands-on RAG instrumentation walkthrough.

Simran Kumari

2026-04-16

What is OpenTelemetry? A Complete Guide to the Observability Standard

Engineering

OpenTelemetry Observability Tracing

What is OpenTelemetry? A Complete Guide to the Observability Standard

A complete guide to OpenTelemetry: what it is, how the Collector and OTLP work, and how to instrument your first service.

Gorakhnath Yadav

2026-04-16

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