Tag: #instrumentation
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 4 posts
Langfuse SDK Instrumentation — What Is Captured Automatically and What You Add by Hand
Creating traces is not about installing an SDK, it is about drawing boundaries. Working from the Langfuse Python SDK v4, this post lays out what the decorator, the context manager, and manual observation creation each do
2026-08-14 · 8 min read #observability#langfuse#llm-tracing#instrumentation#opentelemetryInstrumenting Your App With OpenTelemetry — From Auto-Instrumentation to Manual Spans, and Why You Put a Collector in Front
Instrumentation isn't about installing an SDK — it's about following an order of operations. This post builds a skeleton in a day with auto-instrumentation, locks down resource attributes first, and shows the order for a
2026-08-02 · 16 min read #observability#opentelemetry#instrumentation#otel-collector#tracingOpenTelemetry 2026 Deep Dive — OTLP, Semantic Conventions, the Collector Pipeline, and Auto-Instrumentation After the Standardization War
OpenTelemetry is no longer 'one of the competing options.' As of May 2026, OTLP is the single wire protocol every major observability vendor accepts, and HTTP / relational DB / messaging semantic conventions v1 are locke
2026-05-14 · 23 min read #opentelemetry#observability#traces#metrics#logsOpenTelemetry Distributed Tracing Practical Guide: Building and Operating Instrumentation, Collection, and Analysis Pipelines
A comprehensive guide covering OpenTelemetry architecture (SDK, API, Collector, Exporters), trace model (Span, SpanContext, TraceID, SpanID, Baggage), manual instrumentation in Python/Node.js/Go, auto-instrumentation, Co
2026-03-11 · 13 min read #observability#opentelemetry#distributed-tracing#instrumentation#monitoring