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# Datadog

> AI-Powered Observability and Security. See inside any stack, any app, at any scale, anywhere.

Datadog is the leading cloud-based monitoring and analytics platform for applications, infrastructure, logs, and user experience. We help organizations optimize application performance, troubleshoot issues, and enhance digital experiences at scale.

## Company Information

- [About Datadog](https://www.datadoghq.com/about/)
- [Contact Us](https://www.datadoghq.com/about/contact/)
- [Careers](https://careers.datadoghq.com/)
- [Leadership Team](https://www.datadoghq.com/about/leadership/)

## Free Trial
- [Free 14 Day Trial](https://www.datadoghq.com/free-datadog-trial/)

## Datadog for Startups
- [Datadog for Startups - Scale confidently with a free year of Datadog](https://www.datadoghq.com/partner/datadog-for-startups/)

## Core Products
- [Datadog Experiments](https://www.datadoghq.com/product/experiments/)
- [Serverless Monitoring & Observability](https://www.datadoghq.com/product/serverless-monitoring/)
- [Real User Monitoring](https://www.datadoghq.com/product/real-user-monitoring/)
- [Synthetic Monitoring - API and Browser Testing](https://www.datadoghq.com/product/synthetic-monitoring/)
- [Network Monitoring](https://www.datadoghq.com/product/network-monitoring/)
- [Sensitive Data Scanner](https://www.datadoghq.com/product/sensitive-data-scanner/)
- [Universal Service Monitoring](https://www.datadoghq.com/product/universal-service-monitoring/)
- [Cloud SIEM](https://www.datadoghq.com/product/cloud-siem/)
- [Audit Trail](https://www.datadoghq.com/product/audit-trail/)
- [Cloud Security](https://www.datadoghq.com/product/cloud-security/)
- [Data Streams Monitoring](https://www.datadoghq.com/product/data-streams-monitoring/)
- [Cloud Cost Management](https://www.datadoghq.com/product/cloud-cost-management/)
- [Database Monitoring](https://www.datadoghq.com/product/database-monitoring/)
- [Observability Pipelines](https://www.datadoghq.com/product/observability-pipelines/)
- [App and API Protection](https://www.datadoghq.com/product/app-and-api-protection/)
- [Jobs Monitoring](https://www.datadoghq.com/product/data-observability/jobs-monitoring/)
- [Quality Monitoring](https://www.datadoghq.com/product/data-observability/quality-monitoring/)
- [DORA Metrics](https://www.datadoghq.com/product/platform/dora-metrics/)
- [Code Security Platform](https://www.datadoghq.com/product/code-security/)
- [Cloudcraft](https://www.datadoghq.com/product/cloudcraft/)
- [GPU Monitoring for AI Workloads](https://www.datadoghq.com/product/gpu-monitoring/)
- [Governance Console](https://www.datadoghq.com/product/governance-console/)
- [AI Agent Directory](https://www.datadoghq.com/product/ai/agent-directory/)
- [Bits AI Security Analyst](https://www.datadoghq.com/product/ai/bits-ai-security-analyst/)
- [MCP Server | AI Agent-Ready Observability](https://www.datadoghq.com/product/ai/mcp-server/)
- [Code Coverage](https://www.datadoghq.com/product/code-coverage/)
- [Log Management & Analytics](https://www.datadoghq.com/product/log-management/)
- [Bits AI Agents](https://www.datadoghq.com/product/ai/bits-ai-agents/)
- [Bits AI SRE](https://www.datadoghq.com/product/ai/bits-ai-sre/)
- [Feature Flags](https://www.datadoghq.com/product/feature-flags/)
- [CloudPrem](https://www.datadoghq.com/product/cloudprem/)
- [Internal Developer Portal](https://www.datadoghq.com/product/internal-developer-portal/)
- [Container Monitoring](https://www.datadoghq.com/product/container-monitoring/)
- [Infrastructure Monitoring](https://www.datadoghq.com/product/infrastructure-monitoring/)
- [Metrics](https://www.datadoghq.com/product/metrics/)
- [Application Performance Monitoring (APM)](https://www.datadoghq.com/product/apm/)
- [Continuous Profiler](https://www.datadoghq.com/product/code-profiling/)
- [Dynamic Instrumentation](https://www.datadoghq.com/product/dynamic-instrumentation/)
- [Static Code Analysis (SAST)](https://www.datadoghq.com/product/static-code-analysis/)
- [LLM Observability](https://www.datadoghq.com/product/ai/llm-observability/)
- [Watchdog](https://www.datadoghq.com/product/platform/watchdog/)
- [Runtime Code Analysis (IAST)](https://www.datadoghq.com/product/iast/)
- [Software Composition Analysis](https://www.datadoghq.com/product/software-composition-analysis/)
- [Workload Protection](https://www.datadoghq.com/product/workload-protection/)
- [Actionable Alerting](https://www.datadoghq.com/product/platform/alerts/)
- [Fleet Automation](https://www.datadoghq.com/product/fleet-automation/)
- [Real-time Interactive Dashboards](https://www.datadoghq.com/product/platform/dashboards/)
- [CI Pipeline Visibility](https://www.datadoghq.com/product/ci-cd-monitoring/)
- [Continuous Testing for DevOps](https://www.datadoghq.com/product/continuous-testing/)
- [IDE (Integrated Development Environment) Plugins](https://www.datadoghq.com/product/platform/ides/)

## Solutions
- [Government Monitoring Solutions | Datadog](https://www.datadoghq.com/solutions/government/2/)
- [Transform Your Organization’s FinOps Practice](https://www.datadoghq.com/solutions/finops/)
- [Application Security](https://www.datadoghq.com/solutions/application-security/)
- [OCI Monitoring](https://www.datadoghq.com/solutions/oci-monitoring/)
- [Cloud Native Application Protection Platform (CNAPP)](https://www.datadoghq.com/solutions/cnapp/)
- [Unifed Commerce Monitoring](https://www.datadoghq.com/solutions/unified-commerce-monitoring/)
- [OpenTelemetry](https://www.datadoghq.com/solutions/opentelemetry/)
- [SAP Monitoring Solutions](https://www.datadoghq.com/solutions/sap-monitoring/)
- [SOAR](https://www.datadoghq.com/solutions/soar/)
- [Tool Consolidation](https://www.datadoghq.com/solutions/monitoring-consolidation/)
- [Digital Media & Entertainment Monitoring](https://www.datadoghq.com/solutions/media-entertainment/)
- [Education Monitoring Solutions](https://www.datadoghq.com/solutions/education/)
- [Government Observability Solutions | FedRAMP High In-Progress](https://www.datadoghq.com/solutions/government/)
- [Healthcare & Life Sciences Monitoring](https://www.datadoghq.com/solutions/healthcare/)
- [Manufacturing & Logistics Monitoring](https://www.datadoghq.com/solutions/manufacturing-logistics/)
- [Monitoring Solutions for Financial Services](https://www.datadoghq.com/solutions/financial-services/)
- [Monitoring Solutions for Gaming Industry](https://www.datadoghq.com/solutions/gaming/)
- [Monitoring Solutions for Technology Companies](https://www.datadoghq.com/solutions/technology/)
- [Retail & E-Commerce Monitoring](https://www.datadoghq.com/solutions/retail-ecommerce/)
- [OpenAI LLM Monitoring](https://www.datadoghq.com/solutions/openai/)
- [Datadog’s AWS Specializations](https://www.datadoghq.com/solutions/aws/specializations/)
- [Pivotal Platform](https://www.datadoghq.com/solutions/pivotal-platform/)
- [Digital Experience Monitoring](https://www.datadoghq.com/solutions/digital-experience-monitoring/)
- [Digital Experience Monitoring with AWS](https://www.datadoghq.com/solutions/digital-experience-monitoring/aws/)
- [AWS Compliance using CIS Benchmarks](https://www.datadoghq.com/solutions/security/cis-benchmarks/aws/)
- [AWS Monitoring](https://www.datadoghq.com/solutions/aws/)
- [Azure Monitoring](https://www.datadoghq.com/solutions/azure/)
- [Cloud Migration Tools & Solutions](https://www.datadoghq.com/solutions/cloud-migration/)
- [DevOps Monitoring](https://www.datadoghq.com/solutions/devops/)
- [Digital Media and Entertainment Monitoring](https://www.datadoghq.com/solutions/media-entertainment/aws/)
- [Edge Monitoring](https://www.datadoghq.com/solutions/edge-monitoring/)
- [Edge Monitoring in Transportation and Logistics](https://www.datadoghq.com/solutions/edge-monitoring/transportation-and-logistics/)
- [Google Cloud Monitoring](https://www.datadoghq.com/solutions/googlecloud/)
- [Hybrid Cloud Monitoring](https://www.datadoghq.com/solutions/hybrid-cloud-monitoring/)
- [Kubernetes Monitoring](https://www.datadoghq.com/solutions/kubernetes/)
- [Machine Learning Based Monitoring](https://www.datadoghq.com/solutions/machine-learning/)
- [On-Premises Monitoring](https://www.datadoghq.com/solutions/on-premises-monitoring/)
- [Real-Time Business Intelligence](https://www.datadoghq.com/solutions/real-time-business-intelligence/)
- [Red Hat OpenShift Monitoring](https://www.datadoghq.com/solutions/openshift/)
- [Retail & E-Commerce hosted on AWS](https://www.datadoghq.com/solutions/retail-ecommerce/aws/)
- [Security Analytics](https://www.datadoghq.com/solutions/security-analytics/)
- [Shift-Left Testing](https://www.datadoghq.com/solutions/shift-left-testing/)
- [Log Analysis and Correlation](https://www.datadoghq.com/solutions/log-analysis-and-correlation/)

## Case Studies
- [SunExpress Airlines achieves ambitious uptime goals with unified observability across mobile platforms](https://www.datadoghq.com/case-studies/sunexpress/)
- [AssemblyAI scales production Voice AI with Datadog's unified observability](https://www.datadoghq.com/case-studies/assemblyai/)
- [Twine Security strengthens reliability and trust through Datadog to improve user experience](https://www.datadoghq.com/case-studies/twine/)
- [Cambia Health Solutions gains visibility into millions of member experiences with Datadog RUM](https://www.datadoghq.com/case-studies/cambia-health-solutions/)
- [From Complexity to Clarity: How NCI Modernized Cloud Operations and Cost Management with Datadog](https://www.datadoghq.com/case-studies/icf/)
- [LegalZoom reduces MTTR and transforms incident management with Datadog Incident Response](https://www.datadoghq.com/case-studies/legalzoom/)
- [Rakuten Viber](https://www.datadoghq.com/case-studies/rakuten-viber/)
- [Dust Powers Reliable AI Agent Creation with Datadog's Advanced Observability](https://www.datadoghq.com/case-studies/dust/)
- [Modulus Labs centralizes monitoring and security while improving uptime with Datadog](https://www.datadoghq.com/case-studies/modulus-labs/)
- [SAS powers trusted, AI-driven analytics at scale with Datadog unified observability](https://www.datadoghq.com/case-studies/sas/)
- [ArisGlobal](https://www.datadoghq.com/case-studies/arisglobal/)
- [Auth0 strengthens resiliency and service reliability with Datadog](https://www.datadoghq.com/case-studies/auth0/)
- [Jitta chooses Datadog to support its digital business, improving efficiency and saving hundreds of hours](https://www.datadoghq.com/case-studies/jitta/)
- [Visma e-conomic consolidates monitoring tools to achieve 99.95% uptime for 250k customers](https://www.datadoghq.com/case-studies/visma-e-conomic/)
- [Mondelēz International unifies observability across hybrid environments and accelerates incident resolution with Datadog](https://www.datadoghq.com/case-studies/mondelez-international/)
- [Mercado Libre ensures 100% infrastructure uptime during Black Friday with Datadog observability at scale](https://www.datadoghq.com/case-studies/mercado-libre/)
- [Posten Bring delivers 99.92% availability and 75% fewer critical incidents with support from Datadog](https://www.datadoghq.com/case-studies/posten-bring/)
- [Ibnsina Pharma powers digital transformation with Datadog Product Analytics and Real User Monitoring](https://www.datadoghq.com/case-studies/ibnsina-pharma/)
- [Betterment accelerates CI/CD, rebuilds developer confidence, and reduces costs using Datadog Software Delivery](https://www.datadoghq.com/case-studies/betterment/)
- [Modernizing a Legacy: How Thrivent Reduced Costs and Improved the Customer Experience](https://www.datadoghq.com/case-studies/thrivent/)
- [Nexthink scales digital employee experience monitoring and improves incident management with Datadog](https://www.datadoghq.com/case-studies/nexthink/)
- [FieldEx boosts resilience and operational efficiency with Datadog](https://www.datadoghq.com/case-studies/fieldex/)
- [Patronus AI scales cost-effectively with unified observability through the Datadog for Startups program](https://www.datadoghq.com/case-studies/patronus-ai/)
- [Captur scales SDK quality and customer trust with Datadog RUM and Workflow Automation](https://www.datadoghq.com/case-studies/captur/)
- [Namify turns to Datadog to gain real-time visibility into critical production threats](https://www.datadoghq.com/case-studies/namify/)
- [ECCO Select helps drive 60% MTTR reduction for USDA Forest Service using Datadog and AWS](https://www.datadoghq.com/case-studies/usda-ecco/)
- [Australian Community Media transforms operations with centralized monitoring and log management](https://www.datadoghq.com/case-studies/acm/)
- [NatWest Boxed](https://www.datadoghq.com/case-studies/natwest-boxed/)
- [PayPal](https://www.datadoghq.com/case-studies/paypal/)
- [Porsche Informatik](https://www.datadoghq.com/case-studies/porsche-informatik/)
- [Roller](https://www.datadoghq.com/case-studies/roller/)
- [Axis Communications unifies telemetry data and reduces troubleshooting time with Datadog Serverless monitoring](https://www.datadoghq.com/case-studies/axis-communications/)
- [Vistar Media Optimizes Global Ad Delivery with Datadog](https://www.datadoghq.com/case-studies/vistarmedia2025/)
- [Nectar delivers great customer experiences with help from Datadog and NoBS](https://www.datadoghq.com/case-studies/nectar/)
- [Booksy optimizes global platform with Datadog RUM and Error Tracking](https://www.datadoghq.com/case-studies/booksy/)
- [TymeX scales to support more than 14M customers with Datadog Log Management](https://www.datadoghq.com/case-studies/tymex/)
- [Salling Group](https://www.datadoghq.com/case-studies/salling-group/)
- [Fintool](https://www.datadoghq.com/case-studies/fintool/)
- [AGNC Investment Corp. streamlines IT operations and enhances security with Datadog](https://www.datadoghq.com/case-studies/agnc/)
- [Aha! selects Datadog to streamline observability and service management workflows](https://www.datadoghq.com/case-studies/aha/)
- [Go1 transforms workflows and significantly reduces service outages with Datadog observability](https://www.datadoghq.com/case-studies/go1/)
- [Forbes adopts Datadog to enable observability across its entire technology organization](https://www.datadoghq.com/case-studies/forbes/)
- [AppFolio selects Datadog LLM Observability to monitor and optimize its AI applications](https://www.datadoghq.com/case-studies/appfolio/)
- [ATEM Group revolutionizes IT management with Datadog and BW Soluções](https://www.datadoghq.com/case-studies/atem/)
- [ECCO Select uses Datadog to enhance USDA's digital capabilities and meet FedRAMP® requirements](https://www.datadoghq.com/case-studies/usda/)
- [The Browser Company uses Datadog to accelerate release velocity with fast, reliable CI](https://www.datadoghq.com/case-studies/the-browser-company/)
- [Skai turns to Datadog to track mission-critical phases of its AWS migration](https://www.datadoghq.com/case-studies/skai/)
- [Complyt leans on Datadog to boost security, reduce costs, and improve observability as it scales](https://www.datadoghq.com/case-studies/complyt/)
- [Olo improves application throughput and database query times with Datadog Continuous Profiler](https://www.datadoghq.com/case-studies/olo/)
- [Toyota deploys at scale faster and more securely by monitoring AWS with Datadog](https://www.datadoghq.com/case-studies/toyota/)

## Resources and Architecture
- [De-risk Migration From Your Existing SIEM to Datadog Cloud SIEM](https://www.datadoghq.com/resources/de-risk-migration-from-your-existing-siem-to-datadog-cloud-siem/)
- [Product Manager Toolkit](https://www.datadoghq.com/resources/product-manager-toolkit/)
- [How to Drive AI ROI Guide](https://www.datadoghq.com/resources/how-to-drive-ai-roi-guide/)
- [Infrastructure Monitoring: Out-of-the-Box Observability for OTel Native Teams](https://www.datadoghq.com/resources/otel-solution-brief/)
- [Cloud Modernization in the AI Era](https://www.datadoghq.com/resources/idc-cloud-modernization/)
- [Developer Toolkit for the AI Era](https://www.datadoghq.com/resources/ai-era-developer-toolkit/)
- [State of DevSecOps](https://www.datadoghq.com/resources/state-of-devsecops-2026/)
- [The Observability Migration Playbook](https://www.datadoghq.com/resources/observability-migrationplaybook-ebook/)
- [State of Containers and Serverless](https://www.datadoghq.com/resources/state-of-containers-and-serverless-2025/)
- [Datadog Network Monitoring Solution Brief](https://www.datadoghq.com/resources/network-monitoring-solution-brief-b/)
- [AI Security Best Practices Guide](https://www.datadoghq.com/resources/ai-security-best-practices/)
- [State of Cloud Security](https://www.datadoghq.com/resources/state-of-cloud-security-2025/)
- [2025 Gartner® Magic Quadrant™ for Digital Experience Monitoring](https://www.datadoghq.com/resources/gartner-magic-quadrant-digital-experience-monitoring-2025/)
- [From Insights to Action: Mature Your Observability Practice with Datadog](https://www.datadoghq.com/resources/insights-to-action-observability-ebook/)
- [Latio 2025 Cloud Security Market Report](https://www.datadoghq.com/resources/latio-cloud-security-market-2025/)
- [Latio 2026 Application Security Market Report](https://www.datadoghq.com/resources/latio-application-security-report2026/)
- [Deploying Datadog eBook](https://www.datadoghq.com/resources/deploying-datadog-ebook/)
- [Scale Generative AI in Government with AWS + Datadog](https://www.datadoghq.com/resources/generative-ai-government-aws-datadog/)
- [The Security Playbook for Under-Resourced Teams](https://www.datadoghq.com/resources/security-playbook-under-resourced-teams/)
- [Microservice Observability at Scale](https://www.datadoghq.com/resources/microservices-at-scale-ebook/)
- [Modernize your Google Cloud environment with Datadog](https://www.datadoghq.com/resources/google-cloud-modernization-solutions-brief/)
- [5 Proven Ways to Reduce Container Costs: Kubernetes and ECS](https://www.datadoghq.com/resources/5-ways-reduce-container-costs/)
- [LLM Observability Best Practices Guide](https://www.datadoghq.com/resources/llm-observability-best-practices/)
- [Benefits of End-to-End Observability](https://www.datadoghq.com/resources/end-to-end-observability-benefits-ebook/)
- [Azure Functions Cheatsheet](https://www.datadoghq.com/resources/azure-functions-cheatsheet/)
- [2025 Gartner® Magic Quadrant™ for Observability Platforms](https://www.datadoghq.com/resources/gartner-magic-quadrant-observability-platforms-2025/)
- [Bits AI Dev Agent Product Brief](https://www.datadoghq.com/resources/bitsai-dev-product-brief/)
- [Bits AI SRE Agent Product Brief](https://www.datadoghq.com/resources/bitsai-sre-product-brief/)
- [Cursor Extension Product Brief](https://www.datadoghq.com/resources/cursor-extension-product-brief/)
- [GPU Monitoring Product Brief](https://www.datadoghq.com/resources/gpu-monitoring-product-brief/)
- [LLM Experiments Product Brief](https://www.datadoghq.com/resources/llm-experiments-product-brief/)
- [LLM Observability Product Brief](https://www.datadoghq.com/resources/llm-observability-product-brief/)
- [App Builder Product Brief](https://www.datadoghq.com/resources/app-builder-product-brief/)
- [Cloud Network Monitoring Cheatsheet](https://www.datadoghq.com/resources/datadog-cnm-cheatsheet/)
- [2025 Security Data Pipeline Platform Market Guide](https://www.datadoghq.com/resources/sacr-sdpp-market-guide/)
- [State of DevSecOps](https://www.datadoghq.com/resources/state-of-devsecops-2025/)
- [Datadog Network Monitoring Solution Brief](https://www.datadoghq.com/resources/network-monitoring-solution-brief/)
- [The Forrester Wave™: AIOps Platforms, Q2 2025](https://www.datadoghq.com/resources/forrester-wave-aiops-2025/)
- [Amazon Simple Storage Service (S3) Cheatsheet](https://www.datadoghq.com/resources/amazon-s3-cheatsheet/)
- [Enhancing Cloud Security with Datadog SIEM & Cipher xMDR](https://www.datadoghq.com/resources/ciphersolutionbrief/)
- [On-call Best Practices for SREs - How to Improve Reliability and Reduce Engineer Burnout](https://www.datadoghq.com/resources/on-call-bestpractices-b/)
- [On-call Best Practices for SREs - How to Improve Reliability and Reduce Engineer Burnout](https://www.datadoghq.com/resources/on-call-bestpractices/)
- [Infrastructure Core Platform Solution Brief](https://www.datadoghq.com/resources/infrastructure-core-platform-solution-brief/)
- [Cloud Migration and Modernization with Unified Observability Solution Brief](https://www.datadoghq.com/resources/log-management-migration-solution-brief/)
- [Log Management for Modernization Solution Brief](https://www.datadoghq.com/resources/log-management-modernization-solution-brief/)
- [Transform Log Management at Cloud Scale Solution Brief](https://www.datadoghq.com/resources/logging-at-cloud-scale-solution-brief/)
- [Gartner® Market Guide for Cloud-Native Application Protection Platforms (CNAPP)](https://www.datadoghq.com/resources/gartner-reprint-cnapp/)
- [Amazon ECS on AWS Fargate Cheatsheet](https://www.datadoghq.com/resources/amazon-ecs-cheatsheet/)
- [The Seven Observability Visionaries](https://www.datadoghq.com/resources/observability-visionaries-magazine-2025/)
- [Implementing Zero Trust in the US Government](https://www.datadoghq.com/resources/us-government-zero-trust/)
- [Observability Pipelines VM Deployment](https://www.datadoghq.com/architecture/op-vm-deployment/)
- [Enhancing Application Observability in AWS Lambda with Datadog and OpenTelemetry](https://www.datadoghq.com/architecture/enhancing-observability-in-aws-lambda-with-otel/)
- [GPU Monitoring Reference Architecture](https://www.datadoghq.com/architecture/gpu-monitoring/)
- [A Guide to Integrating 100+ AWS Accounts with Datadog](https://www.datadoghq.com/architecture/a-guide-to-integrating-100-aws-accounts-with-datadog/)
- [Hybrid Multi-cloud Network Observability Reference Architecture](https://www.datadoghq.com/architecture/hybrid-cloud-network-observability/)
- [Datadog DBM Quick Install for AWS RDS](https://www.datadoghq.com/architecture/dbm-quick-install-aws-rds-postgres/)
- [Observability Pipelines Kubernetes Deployment](https://www.datadoghq.com/architecture/observability-pipelines-kubernetes-deployment/)
- [OpenTelemetry Collector in Kubernetes](https://www.datadoghq.com/architecture/opentelemetry-collector-in-kubernetes/)
- [Datadog Agent OTLP Receiver in Kubernetes](https://www.datadoghq.com/architecture/datadog-agent-otlp-receiver-in-kubernetes/)
- [Optimizing Distributed Tracing: Best practices for remaining within budget and capturing critical traces](https://www.datadoghq.com/architecture/optimizing-distributed-tracing-best-practices-for-remaining-within-budget-and-capturing-critical-traces/)
- [Monitoring Insurance Data Lakes on AWS using Datadog](https://www.datadoghq.com/architecture/monitoring-insurance-data-lakes-on-aws-using-datadog/)
- [Monitoring Kubernetes with Datadog Distribution of the OpenTelemetry (DDOT) Collector](https://www.datadoghq.com/architecture/monitoring-kubernetes-with-datadog-distribution/)
- [Mastering Distributed tracing: data volume challenges, and Datadog’s approach to efficient sampling](https://www.datadoghq.com/architecture/mastering-distributed-tracing-data-volume-challenges-and-datadogs-approach-to-efficient-sampling/)
- [Monitoring Financial Data Mesh on AWS using Datadog](https://www.datadoghq.com/architecture/monitoring-financial-data-mesh-on-aws-using-datadog/)
- [Using Cross-Region AWS PrivateLink to Send Telemetry to Datadog](https://www.datadoghq.com/architecture/using-cross-region-aws-privatelink-to-send-telemetry-to-datadog/)
- [Monitoring Container Apps - Logs](https://www.datadoghq.com/architecture/monitoring-container-apps-logs/)
- [Observability in Event-Driven Architectures](https://www.datadoghq.com/architecture/observability-in-event-driven-architecture/)
- [Achieving Observability Excellence: Key Central Responsibilities](https://www.datadoghq.com/architecture/achieving-observability-excellence-key-central-responsibilities/)
- [Efficient Kubernetes Monitoring with the Datadog Cluster Agent](https://www.datadoghq.com/architecture/efficient-kubernetes-monitoring-with-the-datadog-cluster-agent/)
- [Real-world applications of the Datadog Cluster Agent (Part 1)](https://www.datadoghq.com/architecture/real-world-applications-of-the-datadog-cluster-agent-part-one/)
- [Instrument your app using the Datadog Operator and Admission Controller](https://www.datadoghq.com/architecture/instrument-your-app-using-the-datadog-operator-and-admission-controller/)
- [A guide to Log Management Indexing Strategies with Datadog](https://www.datadoghq.com/architecture/a-guide-to-log-management-indexing-strategies-with-datadog/)
- [Protect Sensitive Data with Synthetics Private Location Runners](https://www.datadoghq.com/architecture/protect-sensitive-data-with-synthetics-private-location-runners/)
- [Connect to Datadog over AWS PrivateLink using AWS Transit Gateway](https://www.datadoghq.com/architecture/connect-to-datadog-over-aws-privatelink-using-aws-transit-gateway/)
- [Network Observability: SD-WAN Reference Architecture](https://www.datadoghq.com/architecture/network-observability-sd-wan-reference-architecture/)
- [Using Datadog with ECS Fargate](https://www.datadoghq.com/architecture/using-datadog-with-ecs-fargate/)
- [Connect to Datadog over AWS PrivateLink](https://www.datadoghq.com/architecture/connect-to-datadog-over-aws-privatelink/)
- [Connect to Datadog over AWS PrivateLink using AWS VPC peering](https://www.datadoghq.com/architecture/connect-to-datadog-over-aws-privatelink-using-aws-vpc-peering/)
- [Using Rsyslog to send logs to Datadog](https://www.datadoghq.com/architecture/using-rsyslog-to-send-logs-to-datadog/)
- [Datadog Architecture Center](https://www.datadoghq.com/architecture/)

## Support Resources

- [Documentation](https://docs.datadoghq.com/)
- [Support Center](https://www.datadoghq.com/support/)

## Certifications and Learning Resources

- [Datadog Learning](https://www.datadoghq.com/learn/)
- [Datadog Certification](https://www.datadoghq.com/certification/overview/)

## About Pages
- [Datadog Announces GPU Monitoring to Help Businesses Optimize Spend and Performance as They Aim to Scale AI Projects](https://www.datadoghq.com/about/latest-news/press-releases/datadog-gpu-monitoring-launch/)
- [Newsroom](https://www.datadoghq.com/about/latest-news/press-releases/)
- [AI Is Hitting Operational Limits as Companies Rush to Scale, Datadog Report Finds](https://www.datadoghq.com/about/latest-news/press-releases/datadog-state-of-ai-engineering-report-2026/)
- [Datadog Experiments Launches to Help Teams Connect Every Product Change to Business Outcomes](https://www.datadoghq.com/about/latest-news/press-releases/datadog-experiments-launches/)
- [Bits AI Security Analyst Reduces Threat Investigation Time by up to 98%](https://www.datadoghq.com/about/latest-news/press-releases/bits-ai-security-analyst-reduces-threat-investigation-time/)
- [Datadog Plans to Launch New UK Data Centre Presence as Cloud Adoption in Regulated Industries Accelerates](https://www.datadoghq.com/about/latest-news/press-releases/datadog-plans-to-launch-new-uk-data-centre/)
- [Datadog Launches MCP Server to Provide AI Agents with Secure, Real-Time Access to Unified Observability Data](https://www.datadoghq.com/about/latest-news/press-releases/datadog-launches-mcp-server/)
- [Datadog Appoints Dominic Phillips to Its Board of Directors](https://www.datadoghq.com/about/latest-news/press-releases/datadog-appoints-dominic-phillips-to-its-board-of-directors/)
- [87% of Organizations Are Running Software With Known, Exploitable Vulnerabilities, Datadog Finds](https://www.datadoghq.com/about/latest-news/press-releases/datadog-state-of-devsecops-report-2026/)
- [Datadog and Sakana AI Announce Strategic Partnership to Advance AI Innovation and Observability for Enterprises](https://www.datadoghq.com/about/latest-news/press-releases/datadog-sakana-ai-strategic-partnership/)
- [Datadog Announces DASH 2026: the AI and Observability Event of the Year](https://www.datadoghq.com/about/latest-news/press-releases/datadog-announces-dash-2026-ai-and-observability-event/)
- [Datadog Launches Feature Flags to Help Engineering Teams Ship New Functionality Quickly and Reliably](https://www.datadoghq.com/about/latest-news/press-releases/datadog-launches-feature-flags/)
- [THE ICONIC strengthens platform reliability with Datadog to keep shopping seamless](https://www.datadoghq.com/about/latest-news/press-releases/the-iconic-strengthens-platform-reliability-with-datadog/)
- [Datadog Announces Expanded Collaboration Agreement, Highlights New Capabilities with AWS Across AI, Observability and Security at AWS re:Invent](https://www.datadoghq.com/about/latest-news/press-releases/datadog-announces-expanded-collaboration-agreement-highlights-new-capabilities-with-aws-across-ai-observability-and-security-at-aws-reinvent/)
- [Datadog Launches Bits AI SRE Agent to Resolve Incidents Faster](https://www.datadoghq.com/about/latest-news/press-releases/datadog-launches-bits-ai-sre-agent-to-resolve-incidents-faster/)
- [Culture Amp Taps Datadog to Accelerate Green Goals and Elevate End-User Experience](https://www.datadoghq.com/about/latest-news/press-releases/culture-amp-taps-datadog-to-accelerate-green-goals-and-elevate-end-user-experience/)
- [Datadog Welcomes John Trapani as Field CTO for Financial Services](https://www.datadoghq.com/about/latest-news/press-releases/datadog-welcomes-john-trapani-as-field-cto-for-financial-services/)
- [Datadog Launches Storage Management to Help Teams Eliminate Unnecessary Cloud Object Storage](https://www.datadoghq.com/about/latest-news/press-releases/datadog-launches-storage-management-to-help-teams-eliminate-unnecessary-cloud-object-storage/)
- [Datadog Named a Leader in the 2025 Gartner® Magic Quadrant™ for Digital Experience Monitoring](https://www.datadoghq.com/about/latest-news/press-releases/datadog-named-a-leader-in-the-2025-gartner-magic-quadrant-for-digital-experience-monitoring/)
- [Datadog Announces Expanded Support for Oracle Cloud Infrastructure](https://www.datadoghq.com/about/latest-news/press-releases/datadog-announces-expanded-support-for-oracle-cloud-infrastructure/)
- [Datadog Achieves IRAP Protected Status in Australia](https://www.datadoghq.com/about/latest-news/press-releases/datadog-achieves-irap-protected-status-in-australia/)
- [Datadog’s 2025 State of Cloud Security Report Finds Companies Adopting Data Perimeters Amid Growing Concerns of Credential Theft](https://www.datadoghq.com/about/latest-news/press-releases/datadogs-2025-state-of-cloud-security-report-finds-companies-adopting-data-perimeters-amid-growing-concerns-of-credential-theft/)
- [Datadog Reaches 1,000 Integrations as Customers Continue to Observe Mission-Critical Data and Processes on Its Unified Platform](https://www.datadoghq.com/about/latest-news/press-releases/datadog-reaches-1000-integrations-milestone/)
- [Datadog Appoints Ami Vora to Its Board of Directors](https://www.datadoghq.com/about/latest-news/press-releases/datadog-appoints-ami-vora-to-its-board-of-directors/)
- [Datadog for Government Achieves 'In Process' Authorization for GovRAMP High](https://www.datadoghq.com/about/latest-news/press-releases/datadog-for-government-achieves-in-process-authorization-for-govramp-high/)
- [Flight Centre Travel Group Picks Datadog to Fuel Global Observability Strategy and Reduce Cloud Costs  ](https://www.datadoghq.com/about/latest-news/press-releases/flight-centre-travel-group-picks-datadog-to-fuel-global-observability-strategy-and-reduce-cloud-costs/)
- [Datadog Partners with AWS to Launch Australia and New Zealand Regions](https://www.datadoghq.com/about/latest-news/press-releases/datadog-launches-new-availability-zone-in-australia/)
- [Datadog Named a Leader in the 2025 Gartner® Magic Quadrant™ For Observability Platforms](https://www.datadoghq.com/about/latest-news/press-releases/datadog-named-a-leader-in-the-2025-gartner-magic-quadrant-for-observability-platforms/)
- [Datadog Joins the S&P 500 Index](https://www.datadoghq.com/about/latest-news/press-releases/datadog-joins-the-sp-500-index/)
- [Datadog Ranked on Forbes’ Global 2000 List, Recognizing Global Impact and Financial Strength](https://www.datadoghq.com/about/latest-news/press-releases/datadog-ranked-on-forbes-global-2000-list-recognizing-global-impact-and-financial-strength/)
- [Datadog Expands AI Security Capabilities to Enable Comprehensive Protection from Critical AI Risks](https://www.datadoghq.com/about/latest-news/press-releases/datadog-expands-ai-security-capabilities-to-enable-comprehensive-protection-from-critical-ai-risks/)
- [Datadog Expands LLM Observability with New Capabilities to Monitor Agentic AI, Accelerate Development, and Improve Model Performance](https://www.datadoghq.com/about/latest-news/press-releases/datadog-expands-llm-observability-with-new-capabilities-to-monitor-agentic-ai-accelerate-development-and-improve-model-performance/)
- [Datadog Expands Log Management Offering with New Long-Term Retention, Search and Data Residency Capabilities](https://www.datadoghq.com/about/latest-news/press-releases/datadog-expands-log-management-offering-with-new-long-term-retention-search-and-data-residency-capabilities/)
- [Datadog Launches Internal Developer Portal to Give Engineering Teams Autonomy and Help Them Ship Production-Ready Code Quickly](https://www.datadoghq.com/about/latest-news/press-releases/datadog-launches-internal-developer-portal-to-give-engineering-teams-autonomy-and-help-them-ship-production-ready-code-quickly/)
- [Datadog Unveils Latest AI Agents to Rapidly Resolve Application Issues](https://www.datadoghq.com/about/latest-news/press-releases/datadog-unveils-latest-ai-agents-to-rapidly-resolve-application-issues/)
- [Datadog AI Research Launches New Open-Weights AI Foundation Model and Observability Benchmark](https://www.datadoghq.com/about/latest-news/press-releases/datadog-ai-research-launches-new-open-weights-ai-foundation-model-and-observability-benchmark/)
- [Datadog for Government Achieves FedRAMP® High ‘In Process’ Status to Support Mission-Critical Federal Workloads](https://www.datadoghq.com/about/latest-news/press-releases/datadog-for-government-achieves-fedramp-high-in-process-status-to-support-mission-critical-federal-workloads/)
- [Kumail Nanjiani to Join Datadog’s DASH Conference as Featured Speaker](https://www.datadoghq.com/about/latest-news/press-releases/kumail-nanjiani-join-datadogs-dash-conference-featured-speaker/)
- [Datadog Acquires Eppo to Expand Its AI, Product Analytics, Experimentation and Feature Flag Capabilities](https://www.datadoghq.com/about/latest-news/press-releases/datadog-acquires-eppo-to-expand-its-ai/)
- [Datadog’s State of DevSecOps 2025 Report Finds Only 18% of Critical Vulnerabilities Are Truly Worth Prioritizing](https://www.datadoghq.com/about/latest-news/press-releases/datadog-state-of-devops-2025/)
- [Datadog Brings Observability to Data Teams by Acquiring Metaplane](https://www.datadoghq.com/about/latest-news/press-releases/datadog-metaplane-aquistion/)
- [Datadog Named a Leader in AIOps by Independent Research Firm](https://www.datadoghq.com/about/latest-news/press-releases/forrester-wave-for-aiops/)
- [Datadog Adds to Its Google Cloud Observability Capabilities with Expanded BigQuery Monitoring](https://www.datadoghq.com/about/latest-news/press-releases/google-cloud-next/)
- [Datadog Unveils Plans for Data Center in Australia](https://www.datadoghq.com/about/latest-news/press-releases/datadog-australian-data-center/)
- [Datadog Opens Registration for Its 2025 DASH Conference](https://www.datadoghq.com/about/latest-news/press-releases/datadog-opens-registration-for-its-2025-dash-conference/)
- [Datadog Database Monitoring Adds Deep Cluster- and Query-Level Visibility for MongoDB](https://www.datadoghq.com/about/latest-news/press-releases/datadog-database-monitoring-adds-deep-cluster-and-query-level-visibility-for-mongodb/)
- [Datadog Highlights Advanced AI/ML and AWS Monitoring Capabilities at re:Invent](https://www.datadoghq.com/about/latest-news/press-releases/datadog-highlights-advanced-aiml-and-aws-monitoring-capabilities-at-reinvent/)
- [Datadog Unveils Modern Approach to Cloud SIEM to Deliver Risk-Based Insights, Scalability, Cost Efficiency and Real-Time Detection](https://www.datadoghq.com/about/latest-news/press-releases/datadog-unveils-modern-approach-to-cloud-siem-to-deliver-risk-based-insights-scalability-cost-efficiency-and-real-time-detection/)
- [Datadog Introduces Kubernetes Active Remediation to Provide Curated Guidance and End-to-End Management of Kubernetes Environments](https://www.datadoghq.com/about/latest-news/press-releases/datadog-introduces-kubernetes-active-remediation-to-provide-curated-guidance-and-end-to-end-management-of-kubernetes-environments/)
- [Datadog Named a Leader in the 2024 Gartner® Magic Quadrant™ For Digital Experience Monitoring](https://www.datadoghq.com/about/latest-news/press-releases/datadog-named-a-leader-in-the-2024-gartner-magic-quadrant-for-digital-experience-monitoring/)

## Knowledge Center
- [Infrastructure Monitoring Overview](https://www.datadoghq.com/knowledge-center/infrastructure-monitoring/)
- [Knowledge Center](https://www.datadoghq.com/knowledge-center/)
- [What are Feature Flags and How Are They Implemented?](https://www.datadoghq.com/knowledge-center/feature-flags/)
- [How to Optimize Log Volume and Reduce Noise at Scale](https://www.datadoghq.com/knowledge-center/log-optimization/)
- [Navigating the Google Cloud Serverless Landscape](https://www.datadoghq.com/knowledge-center/serverless-architecture/google-cloud-serverless-landscape/)
- [What are Logs and How are Logs Managed?](https://www.datadoghq.com/knowledge-center/logs-log-management/)
- [What is Root Cause Analysis?](https://www.datadoghq.com/knowledge-center/root-cause-analysis/)
- [What Is Software Composition Analysis (SCA)?](https://www.datadoghq.com/knowledge-center/software-composition-analysis/)
- [What Is an MCP Server (Model Context Protocol Server)?](https://www.datadoghq.com/knowledge-center/mcp-server/)
- [What is End-to-End Testing (E2E)?](https://www.datadoghq.com/knowledge-center/end-to-end-testing/)
- [What are Canary Tests and How do They Work?](https://www.datadoghq.com/knowledge-center/canary-testing/)
- [What is a Software Catalog?](https://www.datadoghq.com/knowledge-center/software-catalog/)
- [Navigating the Azure Serverless Landscape](https://www.datadoghq.com/knowledge-center/serverless-architecture/azure-serverless-landscape/)
- [What is OCSF and How Do You Implement It?](https://www.datadoghq.com/knowledge-center/ocsf/)
- [What are Internal Developer Platforms (IDPs)?](https://www.datadoghq.com/knowledge-center/platform-engineering/internal-developer-platforms/)
- [What is Platform Engineering?](https://www.datadoghq.com/knowledge-center/platform-engineering/)
- [What is Workflow Automation?](https://www.datadoghq.com/knowledge-center/workflow-automation/)
- [What is a CNAPP (Cloud-native Application Protection Platform)?](https://www.datadoghq.com/knowledge-center/cnapp/)
- [What are Telemetry Pipelines?](https://www.datadoghq.com/knowledge-center/telemetry-pipelines/)
- [Navigating the AWS Serverless Landscape](https://www.datadoghq.com/knowledge-center/serverless-architecture/aws-serverless-landscape/)
- [What is CI/CD (Continuous Integration/Continuous Deployment)?](https://www.datadoghq.com/knowledge-center/continuous-integration-deployment/)
- [What is SRE (Site Reliability Engineering)?](https://www.datadoghq.com/knowledge-center/site-reliability-engineering/)
- [What are AI Agents and How Do They Work?](https://www.datadoghq.com/knowledge-center/aiops/ai-agents/)
- [What Is Observability?](https://www.datadoghq.com/knowledge-center/observability/)
- [What is Cloud Architecture Diagramming? How it Works & Use Cases](https://www.datadoghq.com/knowledge-center/cloud-architecture-diagramming/)
- [What are Metrics & What are the Most Important Metrics to Monitor?](https://www.datadoghq.com/knowledge-center/metrics/)
- [What is SIEM (Security Information and Event Management)?](https://www.datadoghq.com/knowledge-center/siem/)
- [Serverless vs. Containers: Which is Right for You?](https://www.datadoghq.com/knowledge-center/serverless-architecture/serverless-vs-containers/)
- [What Are DORA Metrics?](https://www.datadoghq.com/knowledge-center/dora-metrics/)
- [What Is LLM Observability & Monitoring?](https://www.datadoghq.com/knowledge-center/llm-observability/)
- [What Is Frontend Monitoring?](https://www.datadoghq.com/knowledge-center/frontend-monitoring/)
- [What Is Static Analysis?](https://www.datadoghq.com/knowledge-center/static-analysis/)
- [What Is AIOps (Artificial Intelligence for IT Operations)?](https://www.datadoghq.com/knowledge-center/aiops/)
- [What is Shift Left & Shift Left Testing?](https://www.datadoghq.com/knowledge-center/shift-left-testing/)
- [What is CSPM (Cloud Security Posture Management)?](https://www.datadoghq.com/knowledge-center/cloud-security-posture-management/)
- [What is FinOps? Cloud Cost Management Overview](https://www.datadoghq.com/knowledge-center/finops/)
- [What is DevSecOps?](https://www.datadoghq.com/knowledge-center/devsecops/)
- [What is Apache Kafka?](https://www.datadoghq.com/knowledge-center/apache-kafka/)
- [What Is Pair Programming & How Does It Work?](https://www.datadoghq.com/knowledge-center/pair-programming/)
- [eBPF Overview](https://www.datadoghq.com/knowledge-center/ebpf/)
- [Container Orchestration Overview](https://www.datadoghq.com/knowledge-center/container-orchestration/)
- [What is a Flaky Test?](https://www.datadoghq.com/knowledge-center/flaky-tests/)
- [What is Test Automation?](https://www.datadoghq.com/knowledge-center/test-automation/)
- [What is Auto-scaling?](https://www.datadoghq.com/knowledge-center/auto-scaling/)
- [OpenTelemetry Overview](https://www.datadoghq.com/knowledge-center/opentelemetry/)
- [DNS Resolution Overview](https://www.datadoghq.com/knowledge-center/dns-resolution/)
- [Incident Management Overview](https://www.datadoghq.com/knowledge-center/incident-management/)
- [What is Audit Logging?](https://www.datadoghq.com/knowledge-center/audit-logging/)
- [What Are Containerized Applications?](https://www.datadoghq.com/knowledge-center/containerized-applications/)
- [What is Session Replay?](https://www.datadoghq.com/knowledge-center/session-replay/)

## Recent Blog Posts
- [Introducing ARFBench: A time series question-answering benchmark based on real incidents](https://www.datadoghq.com/blog/ai/introducing-arfbench/)
- [Test network paths with TCP, UDP, and ICMP in Datadog](https://www.datadoghq.com/blog/network-test-protocols/)
- [The product signal latency gap slowing your growth](https://www.datadoghq.com/blog/product-signal-latency-gap/)
- [Evaluate, optimize, and secure your Google Cloud AI stack with Datadog](https://www.datadoghq.com/blog/datadog-google-cloud-ai-stack/)
- [How to investigate cloud credential compromise with Bits AI Security Analyst](https://www.datadoghq.com/blog/cloud-security-investigation-ai/)
- [Turn developer feedback into operational insight with Datadog Forms and Sheets](https://www.datadoghq.com/blog/datadog-forms-sheets-developer-feedback/)
- [Bringing observability data hosting to the UK on AWS](https://www.datadoghq.com/blog/observability-data-hosting-uk-aws/)
- [Identify and fix code issues faster with Datadog’s Azure DevOps Source Code integration](https://www.datadoghq.com/blog/azure-devops-source-code-integration/)
- [State of AI Engineering](https://www.datadoghq.com/blog/state-of-ai-engineering/)
- [Steganography at scale: Embedding share URLs in Datadog widget screenshots](https://www.datadoghq.com/blog/engineering/steganography-at-scale/)
- [Centralize observability management with Datadog Governance Console](https://www.datadoghq.com/blog/governance-console/)
- [Every team should be A/B testing](https://www.datadoghq.com/blog/ab-testing/)
- [Manage service tracing across hosts with Single Step Instrumentation rules](https://www.datadoghq.com/blog/single-step-instrumentation-rules/)
- [Route OTel data from AI apps to ClickHouse and Datadog using Observability Pipelines](https://www.datadoghq.com/blog/otel-ai-observability-pipelines-clickhouse/)
- [Spotting CI/CD misconfigurations before the bots do: Securing GitHub Actions with Datadog IaC Security](https://www.datadoghq.com/blog/github-actions-iac-security/)
- [Detect runtime threats in Python Lambda functions with Datadog AAP](https://www.datadoghq.com/blog/app-api-protection-python-lambda-monitoring/)
- [Offline evaluation for AI agents: Best practices](https://www.datadoghq.com/blog/offline-llm-evaluations/)
- [Introducing our open source AI-native SAST](https://www.datadoghq.com/blog/open-source-ai-sast/)
- [Instrument and monitor Boomi integration flows with OpenTelemetry and Datadog](https://www.datadoghq.com/blog/boomi-observability-opentelemetry-datadog/)
- [Integrate Recorded Future threat intelligence with Datadog Cloud SIEM](https://www.datadoghq.com/blog/recorded-future-content-pack/)

## Main Navigation Links

- [Product Overview](https://www.datadoghq.com/product/)
- [Solutions Overview](https://www.datadoghq.com/solutions/)
- [Pricing](https://www.datadoghq.com/pricing/)
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- [Partners](https://www.datadoghq.com/partners/)
- [About Datadog](https://www.datadoghq.com/about/)
- [Blog](https://www.datadoghq.com/blog/)

## Status Pages

- [Datadog Service Status (US1)](https://status.datadoghq.com/)
- [Datadog EU Service Status](https://status.datadoghq.eu/)
- [Datadog US3 Service Status](https://status.us3.datadoghq.com/)
- [Datadog US5 Service Status](https://status.us5.datadoghq.com/)
- [Datadog AP1 Service Status](https://status.ap1.datadoghq.com/)
- [Datadog GovCloud Service Status](https://status.ddog-gov.com/)
- [Datadog AP2 Service Status](https://status.ap2.datadoghq.com/)

## Error Tracking
- [Error Tracking](https://www.datadoghq.com/error-tracking/)
- [SyntaxError: Cannot use import statement outside a module](https://www.datadoghq.com/error-tracking/debug/syntax-error-cannot-use-import-statement-outside-a-module/)