#Otel

Correlate Vercel Logs and Traces with OpenTelemetry (OTel) in Vercel Log Drains sent to Datadog and Dash0

TL;DR: Spring AI, LangChain4j, Koog (Kotlin), the Python OpenLLMetry-style instrumentations, and the...

A practical guide based on shipping this for a crypto-derivatives platform — annual observability...

Originally published on NextFuture On May 2, 2026, two analyses of the LLM observability category...

From Dev.to - java: How to Set Up Continuous Profiling for Java 24 Services with Pyroscope 1.0 and OpenTelemetry 1.20

From Dev.to - github: How to Contribute to OpenTelemetry 1.22 as a Beginner with Go 1.25, GitHub 2026, and VS Code 1.90

From Dev.to - nextjs: War Story: Debugging a Next.js 15 API Route Error with Sentry 7.0 and OpenTelemetry 1.20

As AI coding assistants like Claude Code and Cowork become integrated into engineering workflows,...

Jaeger v2 rebuilt its entire core on OpenTelemetry Collector. Combined with OTel's new GenAI semantic conventions — agent spans, model spans, MCP traces — teams can now get real distributed tracing across AI agent workflows for the first time.

Elastic's InfoSec team has developed a robust monitoring pipeline for AI coding assistants like...

Observe Spin apps locally using automatic instrumentation, the otel plug-in, and the .NET Aspire dashboard for logs, metrics, and traces.