Kubernetes Articles
Migrate Datadog Kubernetes dashboards to Elastic Observability in under an hour
See how the migration CLI translates a real Datadog Kubernetes dashboard into validated Kibana panels and uploads it to your cluster in under an hour, no manual widget rebuilds required.
Migrate your Grafana Kubernetes dashboard to Elastic Observability: same PromQL, 30x faster queries
Take a real Grafana Kubernetes dashboard covering pod CPU, memory, node pressure, and restart counts, then migrate it into Elastic Observability with native PromQL in under an hour.
Prometheus metrics in Elastic Observability: your PromQL runs unchanged
Point Prometheus from your Kubernetes cluster at Elastic Observability with one config block. PromQL runs unchanged, keep your PromQL no cardinality billing.
Common ES|QL queries for Kubernetes monitoring
Copy-paste ES|QL queries for Elasticsearch that turn memory pressure and error spikes into a five-minute diagnosis.
Kubernetes observability: MCP specialist agents for safer EKS triage
Scope a specialist EKS MCP agent for cluster checks while the Elastic AI Agent triages; fix a service misconfiguration using the specialist agent in a few prompts.
Investigate Kubernetes infrastructure issues with PromQL in Elasticsearch & Kibana
Walkthrough of a Kubernetes fleet-wide CPU investigation in Elastic Observability, from cluster to namespace to the noisy pod, using PromQL in Elasticsearch and Kibana.
Agentic Powered Kubernetes Investigations with Elastic Observability and MCP
See how Elastic's Agentic powered Kubernetes observability uses MCP App, agent skills to let agents investigate clusters, detect anomalies, and automate root cause analysis.
Kubernetes Observability from alert to root cause: Dashboards, Alerts, and Anomaly Detection with Elastic
Kubernetes observability with Elastic includes dashboards, alert rules, and ML anomaly detection for alerts with root-cause context.
Composing OpenTelemetry Reference Architectures
A conceptual framework for reasoning about OpenTelemetry Collection architectures — edge, processing, and resilience layers that compose into the right pipeline for your environment.
Process Kubernetes logs with ease using Elastic Streams
Learn how to process Kubernetes logs with Elastic Streams using conditional blocks, AI-generated Grok patterns, and selective drops to reduce noise and storage cost.
How to Troubleshoot Kubernetes Pod Restarts & OOMKilled Events with Agent Builder
Learn how to immediately troubleshoot Kubernetes pod restarts and OOMKilled events with Elastic Agent Builder. We’ll show how to detect, analyze, and remediate failures.
Debugging Azure Networking for Elastic Cloud Serverless
Learn how Elastic SREs uncovered and resolved unexpected packet loss in Azure Kubernetes Service (AKS), impacting Elastic Cloud Serverless performance.