Your Telemetry Has Data. Does It Have Context?
Collecting metrics, logs, and traces is only the first step toward observability. To understand what’s happening across distributed systems, you need consistent telemetry attributes and context that connects different signals. Explore how OpenTelemetry semantic conventions, resource attributes, and context propagation make cross-signal correlation possible.
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Beyond the Collector: How the Open-Source Observability Stack Fits Together
What happens after telemetry leaves the OpenTelemetry Collector? Explore how Prometheus, Jaeger, OpenSearch, and Perses fit into an open-source observability stack, how to connect them, and what to consider before operating the stack in production.
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Your telemetry doesn’t go straight to the backend: Understanding the OpenTelemetry Collector
The OpenTelemetry Collector helps you manage telemetry beyond application instrumentation. Learn how receivers, processors, and exporters work together, explore agent and gateway deployment patterns, and understand how to handle sensitive data, control telemetry volume, and improve pipeline reliability.
Read More Your telemetry doesn’t go straight to the backend: Understanding the OpenTelemetry Collector
Collect Prometheus Native Histograms and Export Them to OTLP Backends
A technical guide on bridging the gap between Prometheus and OpenTelemetry. Discover how to collect Native Histograms and seamlessly export them to OTLP-compatible backends.
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Native OpenTelemetry
OpenTelemetry has become the standard for generating telemetry in cloud-native systems, but instrumentation alone does not guarantee observability. This article explains the difference between OpenTelemetry-compatible and OpenTelemetry-native approaches, using a Kubernetes-based Minecraft example to show how transparency in the OpenTelemetry Collector and observability pipeline improves debugging, preserves context, and restores trust in telemetry data.
Read More Native OpenTelemetry
NeuVector for Kubernetes Security and Compliance
NeuVector delivers continuous vulnerability scanning and compliance enforcement across Kubernetes environments. This article explains how NeuVector updates CVE data daily, enforces admission control in discover, monitor, and protect modes, and automates CIS benchmark checks to secure workloads from build to runtime.
Read More NeuVector for Kubernetes Security and Compliance
Get in Touch
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