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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
EN

Why the OpenTelemetry browser SDK wouldn't start on Safari 17

On September 30 someone filed an issue on the OpenTelemetry browser SDK. startBrowserSdk was throwing TypeError: URL.parse is not a function on olde…

javascriptopentelemetrywebdevopensource
Dev.to Oct 2, 2026, 22:23 UTC
EN

Zero-Code OpenTelemetry Tracing for Dagster

If you run Dagster pipelines in production, you've probably wanted distributed tracing at some point — seeing exactly how long each op/asset took, h…

pythonopentelemetryobservabilitydagster
Dev.to Sep 22, 2026, 01:39 UTC
EN

Session replay knows what the user did. Traces know what the server did. Neither knows both.

A customer called to say OTPs weren't reaching them. We checked the logs. Every request came in. Every SMS went out. The provider said delivered. No…

opensourceobservabilityopentelemetrytypescript
Dev.to Sep 10, 2026, 16:15 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

I pentested my own AI hub and shipped the method, not the map

I ran a penetration test on my own infrastructure last week. No Burp Suite, no exploit fired at production, no CVE popped. The whole engagement came…

aiopentelemetryprogrammingsecurity
Dev.to Aug 22, 2026, 03:32 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

My LLM app was fully traced. During an incident the trace was still useless.

A regression came in for our German enterprise users on the support agent. Quality had dropped for that one cohort, and I opened the trace store exp…

llmopentelemetryobservabilityai
Dev.to Aug 6, 2026, 22:08 UTC
EN

Your RAG Index Might Be Lying to You: Data Freshness Is the Missing Signal for AI Systems

A follow-up to How Old Is My Data? The failure mode that gets worse when a machine is reading the data In a classic dashboard, stale data is a human…

airagobservabilityopentelemetry
Dev.to Jul 29, 2026, 00:28 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

Our incident-response agent got the root cause wrong 7 times out of 12. It still never made a bad rollback.

We ran Agent K against 12 seeded production incidents. It named the correct root cause 5 times out of 12 — 3 out of 9 if you discard the runs we cou…

opentelemetryobservabilityaipython
Dev.to Jul 25, 2026, 20:54 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

When Your AI Agent Handles Money, "It Worked" Isn't Good Enough

Three verifier agents. One milestone. Real ETH at stake. The first time I ran the consensus loop without tracing, a silent timeout in the peer broad…

aiagentsopentelemetryverifiability
Dev.to Jul 25, 2026, 02:02 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

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
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How to Monitor AI Agents in Production

TLDR Monitoring AI agents in production requires distributed tracing: a single user request fans out into 10 or more internal operations, and logs a…

aiagentsopentelemetryobservabilityllm
Dev.to May 28, 2026, 06:18 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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