Tag: #sampling
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 4 posts
When Traces Become Cost — Retention, Sampling, and Masking in Langfuse
Tracing feels free at low traffic and then comes back as storage cost and a privacy problem. This post splits the points where volume turns into cost into four, confirms from the official documentation that sampling deci
2026-08-14 · 9 min read #observability#langfuse#cost#sampling#data-retentionDistributed Tracing Complete Guide 2025: OpenTelemetry, Jaeger, Tempo, Span Analysis, Sampling Strategies
Everything about distributed tracing! Trace/Span/Context Propagation, OpenTelemetry SDK + Collector, Jaeger vs Tempo vs Zipkin, W3C Trace Context, sampling strategies (Head/Tail/Probabilistic), auto-instrumentation, cost
2026-04-15 · 10 min read #distributed-tracing#opentelemetry#jaeger#tempo#observabilityObservability Data Pipeline Cost Optimization: Sampling, Filtering, and Tiering Strategies
A strategy guide for solving cost issues from observability data explosion. Covers OpenTelemetry Collector-based sampling policies, log filtering pipelines, metric cardinality management, storage tiering architecture, an
2026-03-08 · 25 min read #observability#cost-optimization#sampling#opentelemetry#telemetry-pipelineFive Decisive Strategies for Opening Up the Black Box of Microservices with OpenTelemetry
Propagating business context with W3C Baggage, a hybrid automatic/manual instrumentation strategy, cost optimization through tail-based sampling, standardizing on Semantic Conventions, and choosing between OTLP gRPC and
2026-03-01 · 43 min read #opentelemetry#observability#microservices#distributed-tracing#otlp