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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

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

Agentic DevOps Needs Observability: Trace GitHub Copilot with OpenTelemetry

Agentic DevOps Needs Observability: Trace GitHub Copilot with OpenTelemetry An agent can read files, call a model, run tools, delegate to a subagent…

githubcopilotopentelemetrydevopsobservability
Dev.to Aug 5, 2026, 07:16 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

Manage OTel Collectors at Scale with OpAMP

If you run more than a handful of OpenTelemetry Collectors, you already know the pain: a config change means SSHing into boxes, redeploying DaemonSe…

observabilityopentelemetrymonitoringplatformengineering
Dev.to Jul 28, 2026, 09:56 UTC
EN

Go - Traces vs logs, and the four ways I got a trace tree wrong

Metrics and logs were the easy part, and I wasn't ready for traces. It took me a while to get it, first getting a grasp on the vocabulary, then putt…

goopentelemetryobservabilitytraces
Dev.to Jul 27, 2026, 16:35 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

A Grafana dashboard for Claude Code on Prometheus

Claude Code emits OpenTelemetry metrics over OTLP. Anthropic publishes the metric names. So all that was missing, if you run a Prometheus-compatible…

grafanaprometheusopentelemetryobservability
Dev.to May 9, 2026, 01:31 UTC

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