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Two-Plane Observability on Google Cloud: Signal Contracts, Alert Policies and a Hexagonal Dispatcher

We stopped learning about production failures from other teams by splitting observability into two planes: telemetry that's always on, and notificat…

gogooglecloudobservabilityopentelemetry
Dev.to Oct 16, 2026, 14:15 UTC
RU

Куда делись 4 секунды: разбираем автоинструментацию в APM

Вместо введения. Когда приложение состоит из одного процесса и нескольких десятков методов, найти причину медленной работы относительно просто: можн…

apm-мониторингtracingopentelemetry
Habr Oct 8, 2026, 16:34 UTC
EN

Alibaba Cloud Partners with Datadog Close Go's Last Observability Gap

This article introduces OpenTelemetry Go Compile-Time Instrumentation v1, enabling zero-code, build-time observability for Go applications. Go was t…

opentelemetryaiobservability
Dev.to Sep 9, 2026, 02:13 UTC
EN

Read Your AI Agent's Mind. OpenSearch Observability for LLM Traces.

You shipped your AI agent. It answers questions, calls tools, retrieves documents, and mostly does the right thing. Mostly. When it does the wrong t…

amazonopensearchservicellmobservabilityopentelemetrydevops
Dev.to Aug 17, 2026, 16:45 UTC
EN

I Thought Building Agent Observability Was a Detector Problem. I Was Wrong.

When I started building agent-exec-trace , I thought I knew where the difficulty would be. OSS agent-exec-trace is an observability layer for AI age…

aiopentelemetryllmopsopensource
Dev.to Aug 7, 2026, 04:52 UTC
EN

Refactoring OpenTelemetry Metrics: from God Class to Per-Subsystem Modules

The constraint that shapes everything A refactor that recently landed in a codebase I work in replaced our metrics god class with per-subsystem modu…

opentelemetrypythonrefactoringobservability
Dev.to Aug 3, 2026, 08:37 UTC
EN

Adding Idempotency to OTLP Metrics Exports in Heka Insights Agent

When metrics exporters retry failed requests, they can accidentally create a subtle but serious problem: duplicate ingestion. That was the motivatio…

pythonobservabilityopentelemetrybackend
Dev.to Aug 1, 2026, 17:07 UTC
EN

We made SigNoz's LLM observability actually reachable…

-and added the one signal it was missing Track 01 — AI & Agent Observability. A hackathon project built from scratch, July 20–26, 2026. There's…

observabilityopentelemetryllmhackathon
Dev.to Jul 26, 2026, 17:01 UTC
EN

We Asked SigNoz How to Flag a Hallucinating Agent. They Said "We Haven't Figured That Out." So We Did.

By Team ThunderBoltz · Agents of SigNoz Hackathon · Track 1: AI & Agent Observability In the kickoff Q&A for the Agents of SigNoz hackathon,…

aiopentelemetrysignozobservability
Dev.to Jul 25, 2026, 15:49 UTC
EN

We instrumented an AI agent swarm with SigNoz, and its own telemetry told us we were wrong about almost everything

Built for the WeMakeDevs Agents of SigNoz hackathon, July 2026. Mission Control. The graph is the swarm, the river underneath it is the live span st…

aiobservabilityopentelemetryshowdev
Dev.to Jul 25, 2026, 15:01 UTC
EN

Mackerel's Log Feature Just Opened in Beta — Here's What It Takes to Wire It Into an OTLP Pipeline

TL;DR Mackerel — Hatena's Japan-origin observability platform — opened its log feature as public beta on July 16, 2026 . In response, this repositor…

awsobservabilityopentelemetryserverless
Dev.to Jul 20, 2026, 08:05 UTC
EN

Instrumenting an AI-Powered GitHub Analyzer with OpenTelemetry and SigNoz

This article is my submission for the Agents of SigNoz Hackathon : Blog Track, where participants instrument real applications with OpenTelemetry an…

opentelemetrysignozobservabilityai
Dev.to Jul 17, 2026, 12:07 UTC
EN

Left of the Loop: The Kybernetes

The kybernetes was the helmsman who steered a Greek ship, reading the wind and working the steering-oar to hold a course. The word is the root of tw…

agenticsystemsplatformengineeringopentelemetryopenfeature
Dev.to Jul 12, 2026, 10:38 UTC
EN

When an LLM answer is wrong, the trace is where you look. Some tools make that easy.

A user reports a hallucinated answer in prod. To fix it you need the full trace of that one request, and how fast you can pull it depends entirely o…

observabilityaiopentelemetryllm
Dev.to Jul 7, 2026, 17:26 UTC
EN

Mastering Production Reliability: Practical Observability with OpenTelemetry, Prometheus, and GitHub Actions

In modern software engineering, traditional monitoring — simply knowing if a system is up or down — is no longer enough. High-velocity engineering t…

observabilitydevopsopentelemetrynode
Dev.to Jul 5, 2026, 01:26 UTC
EN

AI Observability: Logs, Prompts, Tool Calls, And Cost

Here's a five-line function. It calls an LLM, logs the answer, returns it. async function ask ( question : string ) { const res = await openai . res…

observabilityaillmopentelemetry
Dev.to Jun 12, 2026, 03:42 UTC
EN

Custom OpenTelemetry Collector for Oracle WebLogic: Bringing Observability to Enterprise Java

Oracle WebLogic Server powers countless enterprise Java systems. But getting observability out of it has always meant juggling multiple tools, agent…

devopsopentelemetryjavaweblogic
Dev.to May 9, 2026, 17:22 UTC

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