Azure Monitor

Azure Monitor Skill

This skill provides expert guidance for Azure Monitor. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

> IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g., L35-L120), use read_file with the specified lines. For categories with file links (e.g., security.md), use read_file on the linked reference file

> IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

This skill requires network access to fetch documentation content:

• Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
• Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Category Index

| Category | Location | Description |

|----------|----------|-------------|

| Troubleshooting | L37-L107 | Diagnosing and fixing Azure Monitor data/agent issues (Log Analytics, AMA, pipelines, DCR, alerts, ITSM, App Insights, containers, DevCenter, VM perf) using logs, tools, and targeted queries |

| Best Practices | L108-L147 | Best practices for configuring Azure Monitor, alerts, autoscale, AKS/VM monitoring, logs, Prometheus/PromQL, cost optimization, performance, reliability, and multicloud observability. |

| Decision Making | L148-L189 | Planning and decision guides for migrating agents/monitoring (MMA, WAD/LAD, SCOM, Prometheus, OpenTelemetry), choosing alerting/visualization options, and estimating/optimizing Azure Monitor costs. |

| Architecture & Design Patterns | L190-L195 | Designing Azure Monitor architectures: enterprise-wide layouts, Private Link network patterns, choosing single vs multiple workspaces, and using workspace replication for resilience. |

| Limits & Quotas | L196-L223 | Limits, quotas, performance, and scaling behavior for Azure Monitor components (Logs, Metrics, Alerts, App Insights, Container Insights, Prometheus, Workbooks), including ingestion caps and query timeouts. |

| Security | L224-L299 | Securing Azure Monitor and Application Insights: auth, TLS, networking, RBAC, policy, ITSM/webhooks, and using security/audit logs (MDE, Databricks, Synapse, etc.) for monitoring and investigations. |

| Configuration | configuration.md | Configuring Azure Monitor end to end: agents, DCRs, pipelines, alerts, logs/metrics, workbooks, and per‑service schemas for collecting, routing, and analyzing monitoring data. |

| Integrations & Coding Patterns | integrations.md | Patterns and code for integrating Azure Monitor with apps and tools: agents, APIs, webhooks, ITSM, Prometheus/Grafana, OpenTelemetry, and KQL query examples for many log tables. |

| Deployment | deployment.md | Guides for deploying and migrating Azure Monitor agents, alerts, diagnostics, and Application Insights Profiler at scale using Policy, ARM, CLI/PowerShell, and workspace replication. |

Troubleshooting

| Topic | URL |

|-------|-----|

| Troubleshoot Azure Log Analytics Linux agent issues | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/agent-linux-troubleshoot |

| Troubleshoot Log Analytics agent for Windows | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/agent-windows-troubleshoot |

| Monitor and troubleshoot Azure Monitor Agent health at scale | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-health |

| Troubleshoot Azure Monitor agent on Linux VMs and scale sets | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-troubleshoot-linux-vm |

| Fix syslog collection issues with Azure Monitor Agent on Linux | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-troubleshoot-linux-vm-rsyslog |

| Fix Azure Monitor agent problems on Windows Arc servers | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-troubleshoot-windows-arc |

| Diagnose Azure Monitor agent issues on Windows VMs | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-troubleshoot-windows-vm |

| Troubleshoot Azure Diagnostics extension issues on Azure resources | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/diagnostics-extension-troubleshooting |

| Use Azure Monitor Agent Linux troubleshooter effectively | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/troubleshooter-ama-linux |

| Use AMA Windows troubleshooter to diagnose agent issues | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/troubleshooter-ama-windows |

| Diagnose issues with Azure Log Analytics VM extension | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/vmext-troubleshoot |

| Use deep investigation examples to diagnose incidents | https://learn.microsoft.com/en-us/azure/azure-monitor/aiops/observability-agent-deep-investigation-examples |

| Troubleshoot Azure Copilot Observability Agent issues | https://learn.microsoft.com/en-us/azure/azure-monitor/aiops/observability-agent-troubleshooting |

| Troubleshoot tenant-level Azure service health alerts | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-create-tenant-level-service-heath-alerts |

| Diagnose and fix common Azure Monitor alert issues | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-troubleshoot |

| Diagnose and fix Azure Monitor log alert rule problems | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-troubleshoot-log |

| Resolve problems with Azure Monitor metric alerts | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-troubleshoot-metric |

| Resolve ITSMC dashboard connector status errors | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/itsmc-dashboard-errors |

| Fix ServiceNow sync and token issues for ITSMC | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/itsmc-resync-servicenow |

| Troubleshoot Azure Monitor ITSM Connector issues | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/itsmc-troubleshoot-overview |

| Interpret and resolve test action group error codes | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/test-action-group-errors |

| Investigate failures and performance with Application Insights views | https://learn.microsoft.com/en-us/azure/azure-monitor/app/failures-performance-transactions |

| Troubleshoot telemetry issues using Application Insights SDK stats | https://learn.microsoft.com/en-us/azure/azure-monitor/app/sdk-stats |

| Troubleshoot Azure Monitor autoscale behavior and actions | https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-troubleshoot |

| Use Live Data in Container insights for real-time AKS troubleshooting | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-livedata-overview |

| Diagnose and fix Azure Monitor container log issues | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-troubleshoot |

| Troubleshoot Prometheus metrics collection in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/prometheus-metrics-troubleshoot |

| Monitor and troubleshoot DCR-based data collection in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/data-collection-monitor |

| Troubleshoot Azure Monitor pipeline issues and errors | https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-faq |

| Troubleshoot Azure Monitor pipeline deployment and data issues | https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-troubleshoot |

| Troubleshoot stopped data collection in Azure Monitor Logs | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/data-collection-troubleshoot |

| Diagnose and alert on Log Analytics workspace health | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/log-analytics-workspace-health |

| Monitor and troubleshoot Log Analytics workspace health | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/monitor-workspace |

| Create and manage Azure Monitor summary rules | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/summary-rules |

| Monitor and troubleshoot ingestion and query issues in Azure Monitor workspaces | https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/azure-monitor-workspace-monitor-health |

| Troubleshoot Azure Monitor metric chart issues | https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/metrics-troubleshoot |

| Troubleshoot resource-scoped PromQL queries in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-resource-scoped-queries |

| Troubleshoot Azure Monitor Code Optimizations issues | https://learn.microsoft.com/en-us/azure/azure-monitor/optimization-insights/code-optimizations-troubleshoot |

| Troubleshoot Application Insights Profiler for .NET | https://learn.microsoft.com/en-us/azure/azure-monitor/profiler/profiler-troubleshooting |

| Query AzureMonitorPipelineLogErrors for ingestion issues | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/azuremonitorpipelinelogerrors |

| Investigate CloudAuditEvents with Kusto queries | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/cloudauditevents |

| Analyze CloudProcessEvents for suspicious activity | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/cloudprocessevents |

| Detect risky CloudStorageAggregatedEvents with queries | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/cloudstorageaggregatedevents |

| Query and analyze EdgeActionServiceLog in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/edgeactionservicelog |

| Use ZTSJobStatus log queries to diagnose workspace connectivity | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/ztsjobstatus |

| Investigate DCR-based data collection log errors | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/dcrlogerrors |

| Use DCRLogTroubleshooting for DCR flow diagnostics | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/dcrlogtroubleshooting |

| Diagnose DevCenter dev box agent health issues | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devcenteragenthealthlogs |

| Troubleshoot DevCenter dev box connection events | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devcenterconnectionlogs |

| Investigate DevCenter dev box and environment operations | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devcenterdiagnosticlogs |

| Analyze DevCenter resource operation and health logs | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devcenterresourceoperationlogs |

| Investigate DCR-based data collection errors via logs | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-insights-datacollectionrules |

| Troubleshoot Azure Monitor pipeline groups with error logs | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-monitor-pipelinegroups |

| Diagnose failed Synapse DX ingestion operations | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/synapsedxfailedingestion |

| Audit Toolchain orchestrator API interactions | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/touseraudits |

| Diagnose Toolchain orchestrator user request failures | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/touserdiagnostics |

| Investigate Azure Time Series Insights ingress errors | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/tsiingress |

| Monitor device-specific update compliance alerts | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/ucdevicealert |

| Investigate update compliance alerts per device | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/ucupdatealert |

| Troubleshoot Application Insights Snapshot Debugger problems | https://learn.microsoft.com/en-us/azure/azure-monitor/snapshot-debugger/snapshot-debugger-troubleshoot |

| Troubleshoot workbook-based insights in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/troubleshoot-workbooks |

| Access deprecated troubleshooting guides in Workbooks | https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-access-troubleshooting-guide |

| Troubleshoot Copilot issues in Azure Workbooks | https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-copilot-troubleshoot |

| Troubleshoot Azure VM performance with PerfInsights | https://learn.microsoft.com/en-us/azure/azure-monitor/vm/performance-diagnostics |

| Analyze Azure VM PerfInsights diagnostic reports | https://learn.microsoft.com/en-us/azure/azure-monitor/vm/performance-diagnostics-analyze |

| Use Azure Performance Diagnostics extension for VM issues | https://learn.microsoft.com/en-us/azure/azure-monitor/vm/performance-diagnostics-extension |

| Troubleshoot Azure Monitor VM agent onboarding issues | https://learn.microsoft.com/en-us/azure/azure-monitor/vm/vm-enable-troubleshoot |

Best Practices

| Topic | URL |

|-------|-----|

| Optimize telemetry for accurate Observability Agent investigations | https://learn.microsoft.com/en-us/azure/azure-monitor/aiops/observability-agent-best-practices |

| Author custom instructions for Observability Agent correlation | https://learn.microsoft.com/en-us/azure/azure-monitor/aiops/observability-agent-custom-instructions |

| Optimize Azure Monitor log alert queries for performance | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-log-query |

| Configure single metric alerts for multiple time series | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-metric-multiple-time-series-single-rule |

| Apply architectural best practices for Azure Monitor alerts | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/best-practices-alerts |

| Configure OpenTelemetry sampling for Application Insights | https://learn.microsoft.com/en-us/azure/azure-monitor/app/opentelemetry-sampling |

| Apply autoscale best practices in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-best-practices |

| Implement common autoscale patterns in Azure | https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-common-scale-patterns |

| Avoid and mitigate autoscale flapping scenarios | https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-flapping |

| Use multiple autoscale profiles for time-based scaling | https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-multiprofile |

| Apply Azure Monitor best practices for AKS clusters | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/best-practices-containers |

| Optimize Container Insights monitoring costs and configuration | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-cost |

| Design cost-effective alerting for AKS in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/cost-effective-alerting |

| Configure recommended Kubernetes metric alerts in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/kubernetes-metric-alerts |

| Apply Azure Monitor best practices for Kubernetes layers | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/monitor-kubernetes |

| Apply best practices for Azure Monitor data collection rules | https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/data-collection-rule-best-practices |

| Apply sample Azure Monitor transformation queries | https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/data-collection-transformations-samples |

| Optimize Azure Monitor configuration to reduce costs | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-cost |

| Implement multicloud monitoring for AWS and GCP with Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-multicloud |

| Configure Azure Monitor for operational excellence | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-operation |

| Apply performance best practices in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-performance |

| Apply reliability best practices in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-reliability |

| Analyze Log Analytics usage to control Azure Monitor costs | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/analyze-usage |

| Apply architectural best practices for Azure Monitor Logs | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/best-practices-logs |

| Parse and structure text data in Azure Monitor logs | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/parse-text |

| Identify and manage personal data in Azure Monitor Logs | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/personal-data-mgmt |

| Optimize Azure Monitor Logs query performance | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/query-optimization |

| Best practices for scaling Azure Monitor workspaces with Prometheus | https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/azure-monitor-workspace-scaling-best-practice |

| Migrate from metrics API to getBatch for performance | https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/migrate-to-batch-api |

| Best practices for PromQL on OpenTelemetry metrics in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-opentelemetry-best-practices |

| Query system and Guest OS metrics with PromQL in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-system-metrics-best-practices |

| Optimize workbook performance with criteria parameters | https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-criteria |

| Apply Azure Monitor best practices for VM monitoring | https://learn.microsoft.com/en-us/azure/azure-monitor/vm/best-practices-vm |

| Implement comprehensive VM monitoring with Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/vm/monitor-virtual-machine |

| Create effective Azure Monitor alerts for VMs | https://learn.microsoft.com/en-us/azure/azure-monitor/vm/monitor-virtual-machine-alerts |

| Configure Azure Monitor data collection for virtual machines | https://learn.microsoft.com/en-us/azure/azure-monitor/vm/monitor-virtual-machine-data-collection |

Decision Making

| Topic | URL |

|-------|-----|

| Map MMA data fields to Azure Monitor Agent schemas | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-data-field-differences |

| Plan and execute migration from Log Analytics agent to AMA | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-migration |

| Generate DCR configs to migrate from MMA to AMA | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-migration-data-collection-rule-generator |

| Plan migration from Log Analytics Agent to Azure Monitor Agent | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-migration-helper-workbook |

| Plan migration from WAD/LAD diagnostics to AMA | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-migration-wad-lad |

| Plan and manage costs for Observability Agent usage | https://learn.microsoft.com/en-us/azure/azure-monitor/aiops/observability-agent-billing |

| Choose appropriate Azure Monitor alert types | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-types |

| Migrate from Application Insights SDKs to OpenTelemetry | https://learn.microsoft.com/en-us/azure/azure-monitor/app/migrate-to-opentelemetry |

| Transition from Container Monitoring Solution to Container Insights | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-transition-solution |

| Choose OpenTelemetry integration options with Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/opentelemetry-options |

| Choose Azure Monitor OTLP ingestion approach | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/opentelemetry-summary |

| Choose between Azure Monitor metrics export and data plane API | https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/data-plane-versus-metrics-export |

| Plan and size Azure Monitor pipeline throughput | https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-sizing |

| Decide how to migrate SCOM monitoring to Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/azure-monitor-operations-manager |

| Estimate Azure Monitor costs with pricing calculator | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/cost-estimate |

| Map Azure Monitor charges to billing meter names | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/cost-meters |

| Understand Azure Monitor billing and usage drivers | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/cost-usage |

| Migrate from Azure Monitor Logs batch and beta APIs | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/migrate-batch-and-beta |

| Plan Azure Monitor availability zone protection for workspaces | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/availability-zones |

| Identify Azure Monitor tables supporting Basic plan | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/basic-logs-azure-tables |

| Plan and optimize Azure Monitor Logs costs | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/cost-logs |

| Decide and configure Azure Monitor dedicated clusters | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/logs-dedicated-clusters |

| Choose and configure Azure Monitor Logs table plans | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/logs-table-plans |

| Plan migration from Splunk to Azure Monitor Logs | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/migrate-splunk-to-azure-monitor-logs |

| Choose and design Azure Log Analytics workspaces | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/workspace-design |

| Plan migration from self-hosted Prometheus to Azure Monitor managed Prometheus | https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-migrate |

| Understand billing rules for Azure diagnostic settings | https://learn.microsoft.com/en-us/azure/azure-monitor/platform/diagnostic-settings-faq |

| Migrate from diagnostic retention to Azure Storage lifecycle policies | https://learn.microsoft.com/en-us/azure/azure-monitor/platform/migrate-to-azure-storage-lifecycle-policy |

| Migrate from SCOM Managed Instance to Azure Monitor DCRs | https://learn.microsoft.com/en-us/azure/azure-monitor/scom-manage-instance/migrate-to-azure-monitor |

| Plan migration from Azure Monitor SCOM Managed Instance | https://learn.microsoft.com/en-us/azure/azure-monitor/scom-manage-instance/migration-faq-scom-manage-instance |

| Plan migration from SCOM Managed Instance to SCOM or Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/scom-manage-instance/migration-overview |

| Choose the right Azure Monitor visualization tool | https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/best-practices-visualize |

| Decide when to copy dashboards to Azure Managed Grafana | https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/visualize-copy-to-managed-grafana |

| Choose Grafana options for Azure Monitor data | https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/visualize-grafana-overview |

| Choose between OpenTelemetry and logs-based VM metrics | https://learn.microsoft.com/en-us/azure/azure-monitor/vm/metrics-opentelemetry-guest |

| Decide and migrate from logs-based to OpenTelemetry VM monitoring | https://learn.microsoft.com/en-us/azure/azure-monitor/vm/vm-opentelemetry-migrate |

| Plan for VM Insights Map and Dependency Agent retirement | https://learn.microsoft.com/en-us/azure/azure-monitor/vm/vminsights-maps-retirement |

| Migrate from deprecated VM insights DCR policies | https://learn.microsoft.com/en-us/azure/azure-monitor/vm/vminsights-migrate-deprecated-policies |

Architecture & Design Patterns

| Topic | URL |

|-------|-----|

| Design an enterprise monitoring architecture with Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/enterprise-monitoring-architecture |

| Design Azure Monitor Private Link architecture | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/private-link-design |

Limits & Quotas

| Topic | URL |

|-------|-----|

| Plan Azure Monitor Agent performance for gateway forwarding | https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-performance |

| Manage Azure Monitor alert instance retention and state | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-manage-alert-instances |

| Monitor and interpret log alert rule health in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/log-alert-rule-health |

| Deploy log search alert rules with ARM templates and size limits | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/resource-manager-alerts-log |

| Application Insights usage limits and operational behaviors FAQ | https://learn.microsoft.com/en-us/azure/azure-monitor/app/application-insights-faq |

| Configure and understand Application Insights availability tests | https://learn.microsoft.com/en-us/azure/azure-monitor/app/availability |

| Configure predictive autoscale thresholds and history requirements | https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-predictive |

| Enable high-scale log collection limits in Container Insights | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-high-scale |

| Use region mappings for Container Insights and Log Analytics | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-region-mapping |

| Configure autoscaling limits for Azure Managed Prometheus addon pods | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/prometheus-metrics-scrape-autoscaling |

| Plan Prometheus scraping performance and scale in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/prometheus-metrics-scrape-scale |

| Check supported resources and regions for metrics export | https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/metrics-export-reference |

| Review supported resource types and regions for platform logs | https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/platform-logs-reference |

| Review Azure Monitor service limits and quotas | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/service-limits |

| Understand caching behavior in Logs Query API | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/cache |

| Use cross-workspace query limits in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/cross-workspace-queries |

| Configure Azure Monitor logs query timeouts and limits | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/timeouts |

| Configure Azure Monitor logs query timeouts and limits | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/timeouts |

| Configure daily ingestion caps for Log Analytics workspaces | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/daily-cap |

| Tables supporting ingestion-time transformations in Log Analytics | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/tables-feature-support |

| Monitor Azure Monitor workspace metrics ingestion limits | https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/azure-monitor-workspace-monitor-ingest-limits |

| Technical details and limits for Azure Monitor managed Prometheus | https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-metrics-details |

| Azure Workbooks data source and parameter limits | https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-limits |

| Use Azure Workbooks visualization types effectively | https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-visualizations |

Security

| Topic | URL |

|-------|-----|

| Understand data handling and governance for Observability Agent | https://learn.microsoft.com/en-us/azure/azure-monitor/aiops/observability-agent-governance-faq |

| Secure ITSM integrations with Azure Monitor Secure Webhook | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/it-service-management-connector-secure-webhook-connections |

| Configure Azure for Secure Webhook ITSM integrations | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/itsm-connector-secure-webhook-connections-azure-configuration |

| Use Application Insights smart detection to identify security issues | https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/proactive-application-security-detection-pack |

| Enable Microsoft Entra authentication for Application Insights ingestion | https://learn.microsoft.com/en-us/azure/azure-monitor/app/azure-ad-authentication |

| Configure IP collection and geolocation in Application Insights | https://learn.microsoft.com/en-us/azure/azure-monitor/app/ip-collection |

| Configure legacy authentication for Container Insights | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-authentication |

| Configure secure access to Live Data in Container insights | https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-livedata-setup |

| Choose TLS options for Azure Monitor pipeline ingestion | https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-tls |

| Configure automated TLS certificates for Azure Monitor pipeline | https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-tls-automated |

| Configure customer-managed TLS for Azure Monitor pipeline | https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-tls-custom |

| Configure Azure Monitor network and firewall access | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/azure-monitor-network-access |

| Securely configure and deploy Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-security |

| Configure Network Security Perimeter for Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/network-security-perimeter |

| Apply Network Security Perimeter scenarios to Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/network-security-perimeter-scenarios |

| Built-in Azure Policy definitions for Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/policy-reference |

| Secure Azure Monitor access with Private Link scopes | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/private-link-security |

| Apply RBAC roles and permissions in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/roles-permissions-security |

| Apply RBAC roles and permissions in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/roles-permissions-security |

| Use Azure Policy compliance controls for Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/security-controls-policy |

| Use Azure Policy compliance controls for Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/security-controls-policy |

| Register Entra app for Azure Monitor API tokens | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/register-app-for-token |

| Configure customer-managed keys for Azure Monitor logs | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/customer-managed-keys |

| Design granular RBAC for Azure Monitor Log Analytics | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/granular-rbac-log-analytics |

| Configure row-level access with granular RBAC in Log Analytics | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/granular-rbac-use-case |

| Configure access control for Azure Log Analytics workspaces | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/manage-access |

| Configure table-level RBAC for Log Analytics workspaces | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/manage-table-access |

| Configure protected tables and RBAC in Azure Monitor Logs | https://learn.microsoft.com/en-us/azure/azure-monitor/logs/protected-tables-configure |

| Manage access control for Azure Monitor workspaces | https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/azure-monitor-workspace-manage-access |

| Analyze Databricks RBAC audit logs in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksrbac |

| Audit Databricks remote history service credentials | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksremotehistoryservice |

| Monitor Databricks request-for-access events | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksrfa |

| Track Databricks secrets access and changes | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databrickssecrets |

| Audit Databricks SQL endpoint lifecycle events | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databrickssql |

| Review Databricks SQL permissions audit logs | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databrickssqlpermissions |

| Monitor Databricks SSH access audit events | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksssh |

| Analyze Databricks Unity Catalog audit activity | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksunitycatalog |

| Audit Databricks webhook notification activity | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databrickswebhooknotifications |

| Monitor Databricks web terminal usage logs | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databrickswebterminal |

| Audit Databricks workspace configuration changes | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksworkspace |

| Track Databricks workspace file access and changes | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksworkspacefiles |

| Analyze Microsoft Dataverse and Dynamics 365 audit logs | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/dataverseactivity |

| Monitor Defender for IoT raw security events | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/defenderiotrawevent |

| Use DeviceBehaviorEntities for threat investigation | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devicebehaviorentities |

| Leverage DeviceBehaviorInfo for security behavior insights | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devicebehaviorinfo |

| Collect custom file events with MDE for investigations | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devicecustomfileevents |

| Monitor custom DLL load events in MDE | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devicecustomimageloadevents |

| Track custom network activity with MDE logs | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devicecustomnetworkevents |

| Capture custom process events for endpoint security | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devicecustomprocessevents |

| Audit custom registry changes with MDE | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devicecustomregistryevents |

| Monitor custom script execution events in MDE | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devicecustomscriptevents |

| Use DeviceEvents for comprehensive endpoint security logging | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/deviceevents |

| Inspect file signing certificates with DeviceFileCertificateInfo | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devicefilecertificateinfo |

| Analyze endpoint file activity with DeviceFileEvents | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/devicefileevents |

| Monitor DLL loading activity via DeviceImageLoadEvents | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/deviceimageloadevents |

| Audit Azure AD tenant activity with Monitor tables | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-graph-tenants |

| Audit Azure API for FHIR with Monitor tables | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-healthcareapis-services |

| Monitor Azure Health Data DICOM service activity | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-healthcareapis-workspaces |

| Audit Windows 365 operations with Intune logs | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-intune-operations |

| Audit Kubernetes API activity on Arc-connected clusters | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-kubernetes-connectedclusters |

| Audit Nexus bare metal machine security and metrics logs | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-networkcloud-baremetalmachines |

| Audit Purview security events with PurviewSecurityLogs | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/purviewsecuritylogs |

| Use ResourceManagementPublicAccessLogs for private link analysis | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/resourcemanagementpublicaccesslogs |

| Audit Azure Synapse RBAC operations with logs | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/synapserbacoperations |

| Analyze STIX threat indicators in Azure Monitor | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/threatintelindicators |

| Use ThreatIntelligenceIndicator logs for security analysis | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/threatintelligenceindicator |

| Query generic STIX threat intel objects | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/threatintelobjects |

| Analyze Defender for Office 365 URL click events | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/urlclickevents |

| Analyze user access paths to Azure resources | https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/useraccessanalytics |

| Run resource-scoped Prometheus queries securely in Grafana | https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/grafana-resource-scoped-queries |

| Call Azure Monitor-managed Grafana APIs with Entra ID | https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/visualize-call-grafana-api |

| Secure Azure Monitor workbooks with customer storage | https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-bring-your-own-storage |