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<path d="M30.667 22.625v0.087c-0.006 4.392-3.565 7.95-7.956 7.955h-0.085c-3.937-0.005-7.205-2.864-7.845-6.62l-0.007-0.047h-3.107l4.333-4.333 4.333 4.333h-2.833c0.6 2.315 2.669 3.998 5.131 4h0.087c2.916-0.009 5.278-2.373 5.282-5.29v-0.085c-0.003-2.921-2.369-5.288-5.29-5.292h-13.42c-4.393-0.004-7.954-3.565-7.957-7.958v-0.087c0.006-4.392 3.565-7.95 7.956-7.955h0.085c4.393 0.004 7.954 3.564 7.958 7.956v2.044h-2.667v-2.043c-0.004-2.921-2.371-5.287-5.291-5.29h-0.087c-2.919 0.005-5.285 2.371-5.288 5.29v0.085c0.003 2.921 2.369 5.288 5.29 5.292h13.42c4.393 0.004 7.954 3.565 7.957 7.958v0z"></path>
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||
</svg>
|
||
Software Delivery</button></li><li><button x-on:mouseover="setCategory('service-management')" x-on:mouseout="clearCategory()" class="flex items-center gap-2 w-full font-bold font-national text-22 leading-24 text-left px-3 py-2.5 align-middle hover:text-[#70f] hover:[&_svg]:fill-[#70f] hover:bg-black/5 rounded h-12" :class="openCategory === 'service-management' ? 'text-[#632ca6] [&_svg]:fill-[#632ca6]' : ''">
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||
<svg class="w-[22px] h-auto" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
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||
<path d="M88,188.38V91.38l84-48.5v96.99l-84,48.51Zm16-87.76v60.04l52-30.02v-60.04l-52,30.02Zm-50-28.87v97l16-9.24V80.99l52-30.02,16-9.24V23.25L54,71.75ZM20,52.12v97l16-9.24V61.36l52-30.02,16-9.24V3.62L20,52.12Z"></path>
|
||
</svg>
|
||
Service Management</button></li><li><button x-on:mouseover="setCategory('ai')" x-on:mouseout="clearCategory()" class="flex items-center gap-2 w-full font-bold font-national text-22 leading-24 text-left px-3 py-2.5 align-middle hover:text-[#70f] hover:[&_svg]:fill-[#70f] hover:bg-black/5 rounded h-12" :class="openCategory === 'ai' ? 'text-[#632ca6] [&_svg]:fill-[#632ca6]' : ''">
|
||
<svg class="w-[22px] h-auto" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" fill="" viewBox="0 0 192 192" style="enable-background:new 0 0 192 192;" xml:space="preserve"><g id="Layer_7"><g><linearGradient id="SVGID_1_" gradientUnits="userSpaceOnUse" x1="89.0192" y1="122.732" x2="142.9808" y2="29.268"><stop offset="0" style="stop-color:#5500FF"></stop><stop offset="0.1715" style="stop-color:#4D09FF"></stop><stop offset="0.4511" style="stop-color:#3821FF"></stop><stop offset="0.802" style="stop-color:#1649FF"></stop><stop offset="1" style="stop-color:#0062FF"></stop></linearGradient><path class="st5" d="M120,16h-8c0,30.88-25.12,56-56,56v8c30.88,0,56,25.12,56,56h8c0-30.88,25.12-56,56-56v-8 C145.12,72,120,46.88,120,16z"></path><linearGradient id="SVGID_00000049207151058930698180000011839073544639225000_" gradientUnits="userSpaceOnUse" x1="35.4115" y1="168.7311" x2="68.5885" y2="111.267"><stop offset="0" style="stop-color:#5500FF"></stop><stop offset="0.1715" style="stop-color:#4D09FF"></stop><stop offset="0.4511" style="stop-color:#3821FF"></stop><stop offset="0.802" style="stop-color:#1649FF"></stop><stop offset="1" style="stop-color:#0062FF"></stop></linearGradient><path d="M56,104h-4c0,0,0,0,0,0c0,0,0,0,0,0h-4 c0,17.64-14.35,32-32,32v8c17.65,0,32,14.36,32,32h8c0-17.64,14.35-32,32-32v-8C70.35,136,56,121.64,56,104z"></path></g></g></svg>AI</button></li><li><button x-on:mouseover="setCategory('platform')" x-on:mouseout="clearCategory()" class="flex items-center gap-2 w-full font-bold font-national text-22 leading-24 text-left px-3 py-2.5 align-middle hover:text-[#70f] hover:[&_svg]:fill-[#70f] hover:bg-black/5 rounded h-12" :class="openCategory === 'platform' ? 'text-[#632ca6] [&_svg]:fill-[#632ca6]' : ''">
|
||
<svg class="w-[22px] h-auto" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>dashboard</title>
|
||
<path d="M32 24.876v1.79h-32v-21.333h1.988v19.543h30.012zM26.009 10.679l3.976 12.432h-25.982v-8.006l6.999-7.981 8.987 7.981 6.020-4.426z"></path>
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||
</svg>
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||
Platform Capabilities</button></li></ul><a href="https://www.datadoghq.com/pricing/" class="pricing-link group flex items-center gap-[5px] font-bold font-national text-[#632ca6] uppercase ml-3 text-16 absolute bottom-10 hover:text-[#70f]">View pricing<svg class="w-2 h-auto -tw-mb-px fill-[#632ca6] group-hover:fill-[#70f]" version="1.1" xmlns="http://www.w3.org/2000/svg" width="683" height="1024" viewBox="0 0 683 1024">
|
||
<title></title>
|
||
<g id="icomoon-ignore">
|
||
</g>
|
||
<path d="M391.327 512.001l-366.327-366.327 120.679-120.679 487.007 487.006-487.007 487.005-120.679-120.678 366.327-366.327z"></path>
|
||
</svg></a></div><div class="col-span-8"><div class="product-category h-full flex flex-col p-10 pl-[25px]" id="observability-detail" x-show="openCategory === 'observability'" x-cloak=""><div class="category-description p-7 rounded flex mb-10 text-white [background:var(--cta-bg)]" style="--cta-bg:linear-gradient(90deg, #8000FF 0%, #FF0080 100%)"><div class="category-description-main flex gap-5 flex-1 min-w-0 items-center"><svg class="w-12 h-auto fill-white shrink-0" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
|
||
<path d="M96,136a40,40,0,1,1,40-40A40.045,40.045,0,0,1,96,136Zm0-64a24,24,0,1,0,24,24A24.028,24.028,0,0,0,96,72Zm0,92C35.749,164,4.16,102.208,2.845,99.578L1.056,96l1.789-3.578C4.16,89.792,35.749,28,96,28s91.84,61.792,93.155,64.422L190.944,96l-1.789,3.578C187.84,102.208,156.252,164,96,164ZM19.165,96C26.457,108.305,53.3,148,96,148s69.544-39.7,76.836-52C165.551,83.708,138.706,44,96,44S26.457,83.7,19.165,96Z"></path>
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||
</svg><div class="info"><p class="category-header font-bold font-national text-28 leading-24 pb-[5px]">Observability</p><p class="category-tagline text-18 leading-22 m-0 font-medium">End-to-end, simplified visibility into your stack’s health & performance</p></div></div></div><div class="category-details flex justify-start gap-5"><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Infrastructure</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/infrastructure-monitoring/" data-dd-action-name="infrastructure_monitoring in observability">Infrastructure Monitoring</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/metrics/" data-dd-action-name="custom-metrics in observability">Custom Metrics</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/network-monitoring/" data-dd-action-name="network_monitoring in observability">Network Monitoring</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/container-monitoring/" data-dd-action-name="container_monitoring in observability">Container Monitoring</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/kubernetes-autoscaling/" data-dd-action-name="kubernetes_autoscaling in observability">Kubernetes Autoscaling</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/serverless-monitoring/" data-dd-action-name="serverless_monitoring in observability">Serverless Monitoring</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/cloud-cost-management/" data-dd-action-name="cloud_cost_management in observability">Cloud Cost Management</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/storage-management/" data-dd-action-name="storage_management in observability">Storage Management</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/gpu-monitoring/" data-dd-action-name="gpu_monitoring in observability">GPU Monitoring</a></li></ul></div><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Applications</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/apm/" data-dd-action-name="application_performance_monitoring in observability">Application Performance Monitoring</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/universal-service-monitoring/" data-dd-action-name="universal_service_monitoring in observability">Universal Service Monitoring</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/code-profiling/" data-dd-action-name="continuous_profiler in observability">Continuous Profiler</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/dynamic-instrumentation/" data-dd-action-name="dynamic_instrumentation in observability">Dynamic Instrumentation</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/products/ai/agent-observability/" data-dd-action-name="agent_observability in observability">Agent Observability</a></li></ul><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Data</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/database-monitoring/" data-dd-action-name="database_monitoring in observability">Database Monitoring</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/products/observability/data-observability/" data-dd-action-name="data_observability in observability">Data Observability</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/data-streams-monitoring/" data-dd-action-name="data_streams_monitoring in observability">Data Streams Monitoring</a></li></ul></div><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Logs</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/log-management/" data-dd-action-name="log_management in observability">Log Management</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/audit-trail/" data-dd-action-name="audit_trail in observability">Audit Trail</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/observability-pipelines/" data-dd-action-name="observability_pipelines in observability">Observability Pipelines</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/error-tracking/" data-dd-action-name="error_tracking in observability">Error Tracking</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/byoc-logs/" data-dd-action-name="byoc_logs in observability">Bring Your Own Cloud Log Management</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/sensitive-data-scanner/" data-dd-action-name="sensitive_data_scanner in observability">Sensitive Data Scanner</a></li></ul></div></div></div><div class="product-category h-full flex flex-col p-10 pl-[25px]" id="infra-detail" x-show="openCategory === 'infra'" x-cloak=""><div class="category-description p-7 rounded flex mb-10 text-white [background:var(--cta-bg)]" style="--cta-bg:linear-gradient(90deg, %!s(<nil>) 0%, %!s(<nil>) 100%)"><div class="category-description-main flex gap-5 flex-1 min-w-0 items-center"><svg class="w-12 h-auto fill-white shrink-0" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>host-map</title>
|
||
<path d="M14.214 13.103l-7.107 4.103-7.107-4.103v-8.206l7.107-4.103 7.107 4.103zM32 4.897v8.206l-7.107 4.103-7.107-4.103v-8.206l7.107-4.103zM29.333 6.436l-4.44-2.563-4.44 2.563v5.127l4.44 2.563 4.44-2.563zM9.037 19.98v8.040l6.963 4.020 6.962-4.020v-8.040l-6.963-4.020z"></path>
|
||
</svg><div class="info"><p class="category-header font-bold font-national text-28 leading-24 pb-[5px]">Infrastructure</p><p class="category-tagline text-18 leading-22 m-0 font-medium"></p></div></div></div><div class="category-details flex justify-start gap-5"></div></div><div class="product-category h-full flex flex-col p-10 pl-[25px]" id="apps-detail" x-show="openCategory === 'apps'" x-cloak=""><div class="category-description p-7 rounded flex mb-10 text-white [background:var(--cta-bg)]" style="--cta-bg:linear-gradient(90deg, %!s(<nil>) 0%, %!s(<nil>) 100%)"><div class="category-description-main flex gap-5 flex-1 min-w-0 items-center"><svg class="w-12 h-auto fill-white shrink-0" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>apm</title>
|
||
<path d="M0 2.667h32v3.81h-32v-3.81zM0 10.286h6v3.81h-6v-3.81zM10 10.286h22v3.81h-22v-3.81zM10 17.905h12v3.81h-12v-3.81zM26 17.905h6v3.81h-6v-3.81zM16 25.524h6v3.81h-6v-3.81z"></path>
|
||
</svg><div class="info"><p class="category-header font-bold font-national text-28 leading-24 pb-[5px]">Applications</p><p class="category-tagline text-18 leading-22 m-0 font-medium"></p></div></div></div><div class="category-details flex justify-start gap-5"></div></div><div class="product-category h-full flex flex-col p-10 pl-[25px]" id="data-detail" x-show="openCategory === 'data'" x-cloak=""><div class="category-description p-7 rounded flex mb-10 text-white [background:var(--cta-bg)]" style="--cta-bg:linear-gradient(90deg, %!s(<nil>) 0%, %!s(<nil>) 100%)"><div class="category-description-main flex gap-5 flex-1 min-w-0 items-center"><svg class="w-12 h-auto fill-white shrink-0" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
|
||
<path d="M96,8C50.393,8,16,25.2,16,48v96c0,22.8,34.393,40,80,40s80-17.2,80-40V48C176,25.2,141.607,8,96,8ZM48.337,32.683C60.936,27.083,77.863,24,96,24c39.068,0,64,14.214,64,24,0,4.969-6.26,10.838-16.337,15.317C131.064,68.917,114.138,72,96,72,56.932,72,32,57.786,32,48,32,43.031,38.26,37.162,48.337,32.683Zm95.326,126.633C131.064,164.916,114.137,168,96,168c-39.068,0-64-14.215-64-24V120.577C46.356,130.075,69.242,136,96,136s49.644-5.925,64-15.423V144C160,148.969,153.74,154.838,143.663,159.316Zm0-48C131.064,116.916,114.137,120,96,120c-39.068,0-64-14.215-64-24V72.577C46.356,82.075,69.242,88,96,88s49.644-5.925,64-15.423V96C160,100.969,153.74,106.838,143.663,111.316ZM96,95.86a151.433,151.433,0,0,0,16-.83v16.1c-5.14.48-10.49.73-16,.73Zm47.66-8.69c.12-.05.23-.1.34-.15v17.27a113.137,113.137,0,0,1-16,4.47V92.34A90.144,90.144,0,0,0,143.66,87.17ZM96,144a151.433,151.433,0,0,0,16-.83v16.1c-5.14.48-10.49.73-16,.73Zm47.66-8.69c.12-.05.23-.1.34-.15v17.27a113.137,113.137,0,0,1-16,4.47v-16.42A90.144,90.144,0,0,0,143.66,135.312Z"></path>
|
||
</svg><div class="info"><p class="category-header font-bold font-national text-28 leading-24 pb-[5px]">Data</p><p class="category-tagline text-18 leading-22 m-0 font-medium"></p></div></div></div><div class="category-details flex justify-start gap-5"></div></div><div class="product-category h-full flex flex-col p-10 pl-[25px]" id="Logs-detail" x-show="openCategory === 'Logs'" x-cloak=""><div class="category-description p-7 rounded flex mb-10 text-white [background:var(--cta-bg)]" style="--cta-bg:linear-gradient(90deg, %!s(<nil>) 0%, %!s(<nil>) 100%)"><div class="category-description-main flex gap-5 flex-1 min-w-0 items-center"><svg class="w-12 h-auto fill-white shrink-0" width="48" height="48" viewBox="0 0 48 48" fill="" xmlns="http://www.w3.org/2000/svg">
|
||
<g id="Logs">
|
||
<path id="Vector" d="M28.1375 9.81131C21.6141 10.8028 16.3957 15.6567 14.7773 22.1801C13.4723 27.085 14.7773 31.678 17.0742 35.2269L9.87276 42.4283C8.56785 43.7333 8.56785 45.7163 9.87276 47.0212C11.1777 48.3262 13.1608 48.3262 14.4658 47.0212L21.6161 39.8198C25.2176 42.1167 29.809 43.4213 34.6629 42.1167C40.8728 40.4472 45.7792 34.9153 46.7707 28.3917C48.0737 17.6397 38.9403 8.50641 28.1375 9.81131ZM30.4344 37.5219C24.2245 37.5219 19.0063 32.3035 19.0063 26.0938C19.0063 19.9364 24.2247 14.7165 30.4344 14.7165C36.6441 14.7165 41.8625 19.9349 41.8625 26.0938C41.8638 32.3035 36.6439 37.5219 30.434 37.5219H30.4344ZM23.9106 6.52341H14.1518V0H23.9106V6.52341ZM36.9574 6.52341H27.1985V0H36.9574V6.52341ZM11.8553 32.617H1.10498V26.0936H10.8638C10.8638 28.39 11.1773 30.6865 11.8553 32.617ZM15.7702 13.0468C14.1518 15.0297 12.8483 17.3262 11.8568 19.5702H1.10498V13.0468H15.7702ZM10.8638 6.52341H1.10498V0H10.8638V6.52341ZM35.3404 29.3812H25.8951C25.8951 29.3812 25.5295 28.3897 25.5295 27.7627C25.3495 24.2183 28.5039 21.2393 32.0529 21.2393C33.3578 21.2393 34.3498 21.5528 35.3408 22.1783L35.3404 29.3812Z"></path>
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||
</g>
|
||
</svg><div class="info"><p class="category-header font-bold font-national text-28 leading-24 pb-[5px]">Logs</p><p class="category-tagline text-18 leading-22 m-0 font-medium"></p></div></div></div><div class="category-details flex justify-start gap-5"></div></div><div class="product-category h-full flex flex-col p-10 pl-[25px]" id="security-detail" x-show="openCategory === 'security'" x-cloak=""><a class="category-description category-description-cta group p-7 rounded flex justify-between items-end mb-10 text-white no-underline [background:var(--cta-bg)] transition-[outline-color,box-shadow,background] duration-200 ease-in-out hover:[background:var(--cta-bg-hover,var(--cta-bg))] hover:outline hover:outline-2 hover:outline-[#8BD0FF] hover:outline-offset-[-1px] hover:shadow-[0_4px_16px_rgba(0,0,0,0.2)]" href="https://www.datadoghq.com/products/security/" data-dd-action-name="Category Banner security" style="--cta-bg:linear-gradient(90deg, #0060FF 0%, #0032A0 100%);--cta-bg-hover:linear-gradient(90deg, #0060FF 0%, #0032A0 50%, #001B58 100%)"><div class="category-description-main flex gap-5 flex-1 min-w-0 items-center"><svg class="w-12 h-auto fill-white shrink-0" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>security-platform</title>
|
||
<path d="M16 0.793l-12 6.938v9.604c0.007 4.42 2.392 8.281 5.944 10.372l0.056 0.031 6 3.468 6-3.469c3.608-2.122 5.993-5.983 6-10.402v-9.605zM6.667 10.811l8 4.625v4.42l-8-4.625zM7.997 8.5l6.669-3.856v7.711zM6.723 18.343l7.944 4.593v4.42l-3.333-1.926c-2.521-1.484-4.269-4.050-4.607-7.044l-0.004-0.043zM25.333 17.335c-0.005 3.439-1.86 6.443-4.623 8.070l-0.044 0.024-3.333 1.927v-22.712l8 4.625z"></path>
|
||
</svg><div class="info"><p class="category-header font-bold font-national text-28 leading-24 pb-[5px]">Security</p><p class="category-tagline text-18 leading-22 m-0 font-medium">Outpace AI-powered attacks with unified security and observability</p></div></div><span class="category-cta inline-flex items-center gap-2 transition-[gap] duration-200 ease-in-out group-hover:gap-3 pb-1.5 text-18 leading-18 font-bold font-national uppercase tracking-1 whitespace-nowrap text-white"><span class="category-cta-label">Learn more</span><svg class="w-2 h-auto fill-white" version="1.1" xmlns="http://www.w3.org/2000/svg" width="683" height="1024" viewBox="0 0 683 1024">
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<title></title>
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</g>
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<path d="M391.327 512.001l-366.327-366.327 120.679-120.679 487.007 487.006-487.007 487.005-120.679-120.678 366.327-366.327z"></path>
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</svg></span></a><div class="category-details flex justify-start gap-5"><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Code Security</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/code-security/" data-dd-action-name="code_security in security">Code Security</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/software-composition-analysis/" data-dd-action-name="software_composition_analysis in security">Software Composition Analysis</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/sast/" data-dd-action-name="sast in security">Static Code Analysis</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/iast/" data-dd-action-name="iast in security">Runtime Code Analysis</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/iac-security" data-dd-action-name="iac_security in security">IaC Security</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/secret-scanning/" data-dd-action-name="secret_scanning in security">Secret Scanning</a></li></ul></div><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Cloud Security</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/cloud-security/" data-dd-action-name="cloud_security in security">Cloud Security</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/sensitive-data-scanner/" data-dd-action-name="sensitive_data_scanner in security">Sensitive Data Scanner</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/cloud-security/#posture-management" data-dd-action-name="cloud_security_posture_management in security">Cloud Security Posture Management</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/cloud-security/#entitlement-management" data-dd-action-name="entitlement_management in security">Cloud Infrastructure Entitlement Management</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/cloud-security/#vulnerability-management" data-dd-action-name="vulnerability_management in security">Vulnerability Management</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/cloud-security/#compliance" data-dd-action-name="compliance in security">Compliance</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/workload-protection/" data-dd-action-name="workload_protection in security">Cloud Workload Protection</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/app-and-api-protection/" data-dd-action-name="app_and_api_protection in security">App & API Protection</a></li></ul></div><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">SIEM</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/cloud-siem/" data-dd-action-name="cloud_siem in security">Cloud SIEM</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/bits-security-analyst/" data-dd-action-name="bits_security_analyst in security">Bits Security Analyst</a></li></ul></div></div></div><div class="product-category h-full flex flex-col p-10 pl-[25px]" id="digital-experience-detail" x-show="openCategory === 'digital-experience'" x-cloak=""><div class="category-description p-7 rounded flex mb-10 text-white [background:var(--cta-bg)]" style="--cta-bg:linear-gradient(90deg, #00B765 0%, #00BBED 100%)"><div class="category-description-main flex gap-5 flex-1 min-w-0 items-center"><svg class="w-12 h-auto fill-white shrink-0" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
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<title>rum</title>
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<path d="M8.728 32h-8.728v-14.544h8.728v14.544zM2.912 29.088h2.912v-8.728h-2.912v8.728zM18.908 29.088h-7.269v-2.912h4.364v-14.544h-10.187v2.912h-2.905v-5.816h16.003v20.361zM32 20.361h-10.18v-2.912h7.276v-14.544h-20.367v2.912h-2.912v-5.816h26.184v20.361z"></path>
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</svg><div class="info"><p class="category-header font-bold font-national text-28 leading-24 pb-[5px]">Digital Experience</p><p class="category-tagline text-18 leading-22 m-0 font-medium">Optimize front-end performance and enhance user experiences</p></div></div></div><div class="category-details flex justify-start gap-5"><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Digital Experience</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/product-analytics/" data-dd-action-name="product_analytics in digital_experience">Product Analytics</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/experiments/" data-dd-action-name="experiments in digital_experience">Experiments</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/real-user-monitoring/" data-dd-action-name="browser_real_user_monitoring in digital_experience">Browser Real User Monitoring</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/real-user-monitoring/mobile-rum/" data-dd-action-name="mobile_real_user_monitoring in digital_experience">Mobile Real User Monitoring</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/real-user-monitoring/session-replay/" data-dd-action-name="session_replay in digital_experience">Session Replay</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/synthetic-monitoring/" data-dd-action-name="synthetic_monitoring in digital_experience">Synthetic Monitoring</a></li></ul></div><div class="product-subcategory w-1/3"><span class="subcategory-spacer block py-[21px]"></span><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/mobile-app-testing/" data-dd-action-name="mobile_app_testing in digital_experience">Mobile App Testing</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/continuous-testing/" data-dd-action-name="continuous_testing in digital_experience">Continuous Testing</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/error-tracking/" data-dd-action-name="error_tracking in digital_experience">Error Tracking</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/platform/dashboards/" data-dd-action-name="dashboards in digital_experience">Dashboards</a></li></ul></div></div></div><div class="product-category h-full flex flex-col p-10 pl-[25px]" id="software-delivery-detail" x-show="openCategory === 'software-delivery'" x-cloak=""><div class="category-description p-7 rounded flex mb-10 text-white [background:var(--cta-bg)]" style="--cta-bg:linear-gradient(90deg, #6300D4 0%, #9C43FE 100%)"><div class="category-description-main flex gap-5 flex-1 min-w-0 items-center"><svg class="w-12 h-auto fill-white shrink-0" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>ci</title>
|
||
<path d="M30.667 22.625v0.087c-0.006 4.392-3.565 7.95-7.956 7.955h-0.085c-3.937-0.005-7.205-2.864-7.845-6.62l-0.007-0.047h-3.107l4.333-4.333 4.333 4.333h-2.833c0.6 2.315 2.669 3.998 5.131 4h0.087c2.916-0.009 5.278-2.373 5.282-5.29v-0.085c-0.003-2.921-2.369-5.288-5.29-5.292h-13.42c-4.393-0.004-7.954-3.565-7.957-7.958v-0.087c0.006-4.392 3.565-7.95 7.956-7.955h0.085c4.393 0.004 7.954 3.564 7.958 7.956v2.044h-2.667v-2.043c-0.004-2.921-2.371-5.287-5.291-5.29h-0.087c-2.919 0.005-5.285 2.371-5.288 5.29v0.085c0.003 2.921 2.369 5.288 5.29 5.292h13.42c4.393 0.004 7.954 3.565 7.957 7.958v0z"></path>
|
||
</svg><div class="info"><p class="category-header font-bold font-national text-28 leading-24 pb-[5px]">Software Delivery</p><p class="category-tagline text-18 leading-22 m-0 font-medium">Build, test, secure and ship quality code faster</p></div></div></div><div class="category-details flex justify-start gap-5"><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Software Delivery</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/continuous-testing/" data-dd-action-name="continuous_testing in software_delivery">Continuous Testing</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/internal-developer-portal/" data-dd-action-name="internal_developer_portal in software_delivery">Internal Developer Portal (IDP)</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ci-cd-monitoring/" data-dd-action-name="ci_visibility in software_delivery">CI Visibility</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/test-optimization/" data-dd-action-name="test_optimization in software_delivery">Test Optimization</a></li></ul></div><div class="product-subcategory w-1/3"><span class="subcategory-spacer block py-[21px]"></span><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/feature-flags/" data-dd-action-name="feature_flags in software_delivery">Feature Flags</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/code-coverage/" data-dd-action-name="code_coverage in software_delivery">Code Coverage</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/software-composition-analysis/" data-dd-action-name="software_composition_analysis in software_delivery">Software Composition Analysis</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/platform/dora-metrics/" data-dd-action-name="dora_metrics in software_delivery">DORA Metrics + AI Impact</a></li></ul></div></div></div><div class="product-category h-full flex flex-col p-10 pl-[25px]" id="service-management-detail" x-show="openCategory === 'service-management'" x-cloak=""><div class="category-description p-7 rounded flex mb-10 text-white [background:var(--cta-bg)]" style="--cta-bg:linear-gradient(90deg, #FF0080 0%, #FF5E00 100%)"><div class="category-description-main flex gap-5 flex-1 min-w-0 items-center"><svg class="w-12 h-auto fill-white shrink-0" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
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||
<path d="M88,188.38V91.38l84-48.5v96.99l-84,48.51Zm16-87.76v60.04l52-30.02v-60.04l-52,30.02Zm-50-28.87v97l16-9.24V80.99l52-30.02,16-9.24V23.25L54,71.75ZM20,52.12v97l16-9.24V61.36l52-30.02,16-9.24V3.62L20,52.12Z"></path>
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||
</svg><div class="info"><p class="category-header font-bold font-national text-28 leading-24 pb-[5px]">Service Management</p><p class="category-tagline text-18 leading-22 m-0 font-medium">Integrated, streamlined workflows for faster time-to-resolution</p></div></div></div><div class="category-details flex justify-start gap-5"><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Incident Response</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/incident-response/" data-dd-action-name="incident_management in service_management">Incident Management</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/case-management/" data-dd-action-name="work_management in service_management">Work Management</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/service-level-objectives/" data-dd-action-name="service_level_objectives in service_management">Service Level Objectives</a></li></ul></div><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Actions</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/workflow-automation/" data-dd-action-name="workflow_automation in service_management">Workflow Automation</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/app-builder/" data-dd-action-name="dd_apps in service_management">Datadog Apps</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/event-management/" data-dd-action-name="event_management in service_management">Event Management</a></li></ul></div><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Context Graph</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/internal-developer-portal/" data-dd-action-name="internal_developer_portal in service_management">Internal Developer Portal (IDP)</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/software-catalog/" data-dd-action-name="software_catalog in service_management">Software Catalog</a></li></ul></div></div></div><div class="product-category h-full flex flex-col p-10 pl-[25px]" id="ai-detail" x-show="openCategory === 'ai'" x-cloak=""><div class="category-description p-7 rounded flex mb-10 text-white [background:var(--cta-bg)]" style="--cta-bg:linear-gradient(90deg, #0060FF 0%, #8000FF 100%)"><div class="category-description-main flex gap-5 flex-1 min-w-0 items-center"><svg class="w-12 h-auto fill-white shrink-0" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" fill="" viewBox="0 0 192 192" style="enable-background:new 0 0 192 192;" xml:space="preserve"><g id="Layer_7"><g><linearGradient id="SVGID_1_" gradientUnits="userSpaceOnUse" x1="89.0192" y1="122.732" x2="142.9808" y2="29.268"><stop offset="0" style="stop-color:#5500FF"></stop><stop offset="0.1715" style="stop-color:#4D09FF"></stop><stop offset="0.4511" style="stop-color:#3821FF"></stop><stop offset="0.802" style="stop-color:#1649FF"></stop><stop offset="1" style="stop-color:#0062FF"></stop></linearGradient><path class="st5" d="M120,16h-8c0,30.88-25.12,56-56,56v8c30.88,0,56,25.12,56,56h8c0-30.88,25.12-56,56-56v-8 C145.12,72,120,46.88,120,16z"></path><linearGradient id="SVGID_00000049207151058930698180000011839073544639225000_" gradientUnits="userSpaceOnUse" x1="35.4115" y1="168.7311" x2="68.5885" y2="111.267"><stop offset="0" style="stop-color:#5500FF"></stop><stop offset="0.1715" style="stop-color:#4D09FF"></stop><stop offset="0.4511" style="stop-color:#3821FF"></stop><stop offset="0.802" style="stop-color:#1649FF"></stop><stop offset="1" style="stop-color:#0062FF"></stop></linearGradient><path d="M56,104h-4c0,0,0,0,0,0c0,0,0,0,0,0h-4 c0,17.64-14.35,32-32,32v8c17.65,0,32,14.36,32,32h8c0-17.64,14.35-32,32-32v-8C70.35,136,56,121.64,56,104z"></path></g></g></svg><div class="info"><p class="category-header font-bold font-national text-28 leading-24 pb-[5px]">AI</p><p class="category-tagline text-18 leading-22 m-0 font-medium">Monitor and improve model performance. Pinpoint root causes and detect anomalies</p></div></div></div><div class="category-details flex justify-start gap-5"><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">AI for Datadog</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/bits-investigation/" data-dd-action-name="bits_investigation in ai">Bits Investigation</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/bits-ai-agents/" data-dd-action-name="bits_ai in ai">Bits AI</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/bits-chat/" data-dd-action-name="bits_chat in ai">Bits Chat</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/bits-agent-builder/" data-dd-action-name="bits_agent_builder in ai">Bits Agent Builder</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/bits-code/" data-dd-action-name="bits_code in ai">Bits Code</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/bits-security-analyst/" data-dd-action-name="bits_security_analyst in ai">Bits Security Analyst</a></li></ul></div><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Datadog for AI</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/products/ai/agent-observability/" data-dd-action-name="agent_observability in ai">Agent Observability</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/mcp-server/" data-dd-action-name="mcp_server in ai">MCP Server</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/mcp-server/" data-dd-action-name="pup_cli in ai">Pup CLI</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/gpu-monitoring/" data-dd-action-name="gpu_monitoring in ai">GPU Monitoring</a></li></ul></div></div></div><div class="product-category h-full flex flex-col p-10 pl-[25px]" id="platform-detail" x-show="openCategory === 'platform'" x-cloak=""><div class="category-description p-7 rounded flex mb-10 text-white [background:var(--cta-bg)]" style="--cta-bg:linear-gradient(90deg, #8000FF 0%, #4300B0 100%)"><div class="category-description-main flex gap-5 flex-1 min-w-0 items-center"><svg class="w-12 h-auto fill-white shrink-0" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>dashboard</title>
|
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<path d="M32 24.876v1.79h-32v-21.333h1.988v19.543h30.012zM26.009 10.679l3.976 12.432h-25.982v-8.006l6.999-7.981 8.987 7.981 6.020-4.426z"></path>
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</svg><div class="info"><p class="category-header font-bold font-national text-28 leading-24 pb-[5px]">Platform Capabilities</p><p class="category-tagline text-18 leading-22 m-0 font-medium">Built-in features & integrations that power the Datadog platform</p></div></div></div><div class="category-details flex justify-start gap-5"><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Built-in Features</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/bits-ai-agents/" data-dd-action-name="bits_ai in platform_capabilities">Bits AI</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/bits-chat/" data-dd-action-name="bits_chat in platform_capabilities">Bits Chat</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/bits-agent-builder/" data-dd-action-name="bits_agent_builder in platform_capabilities">Bits Agent Builder</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/platform/alerts/" data-dd-action-name="alerts in platform_capabilities">Alerts</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/metrics/" data-dd-action-name="custom-metrics in platform_capabilities">Custom Metrics</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/platform/dashboards/" data-dd-action-name="dashboards in platform_capabilities">Dashboards</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://docs.datadoghq.com/notebooks/" data-dd-action-name="notebooks in platform_capabilities">Notebooks</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://docs.datadoghq.com/service_management/mobile/?tab=ios" data-dd-action-name="mobile_app in platform_capabilities">Mobile App</a></li></ul></div><div class="product-subcategory w-1/3"><span class="subcategory-spacer block py-[21px]"></span><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/fleet-automation/" data-dd-action-name="fleet_automation in platform_capabilities">Fleet Automation</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://docs.datadoghq.com/account_management/rbac/?tab=datadogapplication" data-dd-action-name="access_control in platform_capabilities">Access Control</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/governance-console/" data-dd-action-name="governance_console in platform_capabilities">Governance Console</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/platform/dora-metrics/" data-dd-action-name="dora_metrics in platform_capabilities">DORA Metrics + AI Impact</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/incident-response/" data-dd-action-name="incident_management in platform_capabilities">Incident Management</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/case-management/" data-dd-action-name="work_management in platform_capabilities">Work Management</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/workflow-automation/" data-dd-action-name="workflow_automation in platform_capabilities">Workflow Automation</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://docs.datadoghq.com/account_management/teams/" data-dd-action-name="teams in platform_capabilities">Teams</a></li></ul></div><div class="product-subcategory w-1/3"><p class="subcategory-header font-bold font-national uppercase text-16 leading-18 p-3">Extensibility</p><ul class="product-list"><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/solutions/opentelemetry/" data-dd-action-name="opentelemetry in platform_capabilities">OpenTelemetry</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/platform/integrations/" data-dd-action-name="integrations in platform_capabilities">Integrations</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/platform/ides/" data-dd-action-name="ide_plugins in platform_capabilities">IDE Plugins</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/mcp-server/" data-dd-action-name="mcp_server in platform_capabilities">MCP Server</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/agent-directory/" data-dd-action-name="agent_directory in platform_capabilities">Agent Directory</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/app-builder/" data-dd-action-name="dd_apps in platform_capabilities">Datadog Apps</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://docs.datadoghq.com/api/" data-dd-action-name="api in platform_capabilities">API</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/marketplacepartners/" data-dd-action-name="marketplace in platform_capabilities">Marketplace</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/ai/mcp-server/" data-dd-action-name="pup_cli in platform_capabilities">Pup CLI</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/software-catalog/" data-dd-action-name="software_catalog in platform_capabilities">Software Catalog</a></li><li><a class="block p-3 text-18 leading-18 text-wrap capitalize hover:text-[#70f] hover:bg-black/5 rounded" href="https://www.datadoghq.com/product/service-level-objectives/" data-dd-action-name="service_level_objectives in platform_capabilities">Service Level Objectives</a></li></ul></div></div></div></div></div></div></li><li><a class="customers-menu block pt-[8.5px] px-2 desktop-lg:px-3 pb-[9.5px] desktop-lg:px-3 text-18 font-semibold font-national uppercase text-[#555] hover:text-[#70f]" href="https://www.datadoghq.com/customers/"><span>Customers</span></a></li><li><a class="pricing-menu block pt-[8.5px] px-2 desktop-lg:px-3 pb-[9.5px] desktop-lg:px-3 text-18 font-semibold font-national uppercase text-[#555] hover:text-[#70f]" href="https://www.datadoghq.com/pricing/"><span>Pricing</span></a></li><li x-on:mouseover="mouseOver = 'solutions'" x-on:mouseout="mouseOver = 'none'" class="dropdown relative solutions-dropdown"><a class="dropdown relative block pt-[8.5px] px-2 desktop-lg:px-3 pb-[9.5px] desktop-lg:px-3 text-18 font-semibold font-national uppercase text-[#555] hover:text-[#70f]" href="https://www.datadoghq.com/">Solutions</a><ul x-show="mouseOver === 'solutions'" x-cloak="" class="dropdown-menu solutions-menu absolute z-40 bg-white w-[820px] p-5 left-[9px] top-[42px] border-t-[3px] border-t-[#632ca6]" style="box-shadow:0 8px 10px rgba(0,0,0,7%)"><div class="grid grid-cols-3 gap-[30px]"><div><p class="font-semibold font-national text-black text-14 leading-18 tablet:text-16 tablet:leading-20 uppercase mb-0 py-2 px-[11px]">Industry</p><ul class="list-none mt-0"><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/financial-services/" data-dd-action-name="financial_services in Solutions"><span class="inline-flex">Financial Services</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/manufacturing-logistics/" data-dd-action-name="manufacturing_and_logistics in Solutions"><span class="inline-flex">Manufacturing & Logistics</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/healthcare/" data-dd-action-name="healthcare_and_life_sciences in Solutions"><span class="inline-flex">Healthcare/Life Sciences</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/retail-ecommerce/" data-dd-action-name="retail_and_ecommerce in Solutions"><span class="inline-flex">Retail/E-Commerce</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/government/" data-dd-action-name="government in Solutions"><span class="inline-flex">Government</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/education/" data-dd-action-name="education in Solutions"><span class="inline-flex">Education</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/media-entertainment/" data-dd-action-name="media_and_entertainment in Solutions"><span class="inline-flex">Media & Entertainment</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/technology/" data-dd-action-name="technology in Solutions"><span class="inline-flex">Technology</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/gaming/" data-dd-action-name="gaming in Solutions"><span class="inline-flex">Gaming</span></a></li></ul></div><div><p class="font-semibold font-national text-black text-14 leading-18 tablet:text-16 tablet:leading-20 uppercase mb-0 py-2 px-[11px]">Technology</p><ul class="list-none mt-0"><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/aws/" data-dd-action-name="amazon_web_services_monitoring in Solutions"><span class="inline-flex">Amazon Web Services Monitoring</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/azure/" data-dd-action-name="azure_monitoring in Solutions"><span class="inline-flex">Azure Monitoring</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/googlecloud/" data-dd-action-name="google_cloud_monitoring in Solutions"><span class="inline-flex">Google Cloud Monitoring</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/oci-monitoring/" data-dd-action-name="oci_monitoring in Solutions"><span class="inline-flex">Oracle Cloud Monitoring</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/kubernetes/" data-dd-action-name="kubernetes_monitoring in Solutions"><span class="inline-flex">Kubernetes Monitoring</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/openshift/" data-dd-action-name="red_hat_openshift in Solutions"><span class="inline-flex">Red Hat OpenShift</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/pivotal-platform/" data-dd-action-name="pivotal_platform in Solutions"><span class="inline-flex">Pivotal Platform</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/openai/" data-dd-action-name="openai in Solutions"><span class="inline-flex">OpenAI</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/sap-monitoring/" data-dd-action-name="sap_monitoring in Solutions"><span class="inline-flex">SAP Monitoring</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/opentelemetry/" data-dd-action-name="opentelemetry in Solutions"><span class="inline-flex">OpenTelemetry</span></a></li></ul></div><div><p class="font-semibold font-national text-black text-14 leading-18 tablet:text-16 tablet:leading-20 uppercase mb-0 py-2 px-[11px]">Use Case</p><ul class="list-none mt-0"><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/application-security/" data-dd-action-name="application_security in Solutions"><span class="inline-flex">Application Security</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/cloud-migration/" data-dd-action-name="cloud_migration in Solutions"><span class="inline-flex">Cloud Migration</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/monitoring-consolidation/" data-dd-action-name="monitoring_consolidation in Solutions"><span class="inline-flex">Monitoring Consolidation</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/unified-commerce-monitoring/" data-dd-action-name="unified_commerce_monitoring in Solutions"><span class="inline-flex">Unified Commerce Monitoring</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/soar/" data-dd-action-name="soar in Solutions"><span class="inline-flex">SOAR</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/devops/" data-dd-action-name="devops in Solutions"><span class="inline-flex">DevOps</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/finops/" data-dd-action-name="finops in Solutions"><span class="inline-flex">FinOps</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/shift-left-testing/" data-dd-action-name="shift_left_testing in Solutions"><span class="inline-flex">Shift-Left Testing</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/digital-experience-monitoring/" data-dd-action-name="digital_experience_monitoring in Solutions"><span class="inline-flex">Digital Experience Monitoring</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/security-analytics/" data-dd-action-name="security_analytics in Solutions"><span class="inline-flex">Security Analytics</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/security/cis-benchmarks/aws/" data-dd-action-name="compliance_for_cis_benchmarks in Solutions"><span class="inline-flex">Compliance for CIS Benchmarks</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/hybrid-cloud-monitoring/" data-dd-action-name="hybrid_cloud_monitoring in Solutions"><span class="inline-flex">Hybrid Cloud Monitoring</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/iot-monitoring/" data-dd-action-name="iot_monitoring in Solutions"><span class="inline-flex">Edge Device Monitoring</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/real-time-business-intelligence/" data-dd-action-name="real_time_bi in Solutions"><span class="inline-flex">Real-Time BI</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/on-premises-monitoring/" data-dd-action-name="on_premises_monitoring in Solutions"><span class="inline-flex">On-Premises Monitoring</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/log-analysis-and-correlation/" data-dd-action-name="log_analysis_and_correlation in Solutions"><span class="inline-flex">Log Analysis & Correlation</span></a></li><li><a class="block whitespace-nowrap capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18" href="https://www.datadoghq.com/solutions/cnapp/" data-dd-action-name="cnapp in Solutions"><span class="inline-flex">CNAPP</span></a></li></ul></div></div></ul></li><li><a class="docs-menu block pt-[8.5px] px-2 desktop-lg:px-3 pb-[9.5px] desktop-lg:px-3 text-18 font-semibold font-national uppercase text-[#555] hover:text-[#70f]" href="https://docs.datadoghq.com/"><span>Docs</span></a></li></ul><div><a href="https://www.datadoghq.com/" class="js-logo-download hidden desktop-sm:flex flex-col items-center justify-center relative"><img height="75" class="bits-logo-lg max-w-full transition-all h-[75px]" :class="navScrolled ? '!h-[50px]' : ''" src="https://corp.dd-static.net/img/dd_logo_n_70x75.png?ch=Width,DPR&fit=max&auto=format&w=70&h=75" srcset="https://corp.dd-static.net/img/dd_logo_n_70x75.png?ch=Width,DPR&fit=max&auto=format&w=70&h=75 1x, https://corp.dd-static.net/img/dd_logo_n_70x75.png?ch=Width,DPR&fit=max&auto=format&w=70&h=75&dpr=2 2x" alt="DataDog">
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<img class="datadog-text-logo-lg w-[93px] mt-[5px] h-auto max-w-full block" :class="navScrolled ? 'hidden' : ''" height="14" src="https://corp.dd-static.net/img/dd-logo-n-200.png?ch=Width,DPR&fit=max&auto=format&h=14&auto=format&w=807" srcset="https://corp.dd-static.net/img/dd-logo-n-200.png?ch=Width,DPR&fit=max&auto=format&h=14&auto=format&w=807 1x, https://corp.dd-static.net/img/dd-logo-n-200.png?ch=Width,DPR&fit=max&auto=format&h=14&auto=format&w=807&dpr=2 2x" alt="DataDog"></a></div><ul x-data="{ mouseOver: 'none' }" class="flex flex-row items-center list-none m-0 justify-end grow basis-0"><li x-on:mouseover="mouseOver = 'about'" x-on:mouseout="mouseOver = 'none'" class="dropdown relative"><a href="https://www.datadoghq.com/about/leadership/" class="dropdown block pt-[8.5px] px-2 desktop-lg:px-3 pb-[9.5px] desktop-lg:px-3 font-semibold font-national text-18 uppercase text-[#555] hover:text-[#70f]">About</a><ul x-show="mouseOver === 'about'" x-cloak="" class="dropdown-menu absolute z-40 bg-white p-5 left-[9px] top-[42px] border-t-[3px] border-t-[#632ca6]" style="box-shadow:0 8px 10px rgba(0,0,0,7%)" aria-labelledby="dropdownMenuButton"><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://www.datadoghq.com/about/contact/"><span>Contact</span></a></li><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://www.datadoghq.com/partner/network/"><span>Partners</span></a></li><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://www.datadoghq.com/about/latest-news/press-releases/"><span>Newsroom</span></a></li><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://www.datadoghq.com/events-webinars/"><span>Events & Webinars</span></a></li><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://www.datadoghq.com/about/leadership/"><span>Leadership</span></a></li><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://careers.datadoghq.com/"><span>Careers</span></a></li><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://www.datadoghq.com/about/analyst/"><span>Analyst Reports</span></a></li><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://investors.datadoghq.com/"><span>Investor Relations</span></a></li><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://www.datadoghq.com/esg-report/"><span>ESG Report</span></a></li><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://www.datadoghq.com/trust/"><span>Trust Hub</span></a></li></ul></li><li x-on:mouseover="mouseOver = 'blog'" x-on:mouseout="mouseOver = 'none'" class="dropdown relative"><a href="https://www.datadoghq.com/blog/" class="dropdown block pt-[8.5px] px-2 desktop-lg:px-3 pb-[9.5px] desktop-lg:px-3 font-semibold font-national text-18 uppercase text-[#555] hover:text-[#70f]">Blog</a><ul x-show="mouseOver === 'blog'" x-cloak="" class="dropdown-menu absolute z-40 bg-white p-5 left-[9px] top-[42px] border-t-[3px] border-t-[#632ca6]" style="box-shadow:0 8px 10px rgba(0,0,0,7%)" aria-labelledby="dropdownMenuButton"><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://www.datadoghq.com/blog/"><span>The Monitor</span></a></li><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://www.datadoghq.com/blog/engineering/"><span>Engineering</span></a></li><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://www.datadoghq.com/blog/ai/"><span>AI</span></a></li><li><a class="block capitalize px-[11px] py-[7px] hover:text-[#70f] hover:bg-black/5 rounded text-18 text-nowrap" href="https://securitylabs.datadoghq.com/"><span>Security Labs</span></a></li></ul></li><li class="final"><a class="font-semibold font-national block pt-[8.5px] px-2 desktop-lg:px-3 pb-[9.5px] desktop-lg:px-3 text-18 uppercase text-[#555] hover:text-[#70f] transition-all" href="https://app.datadoghq.com/" data-event-category="Signup" data-event-action="Step 1 Top Right Initiated" data-event-label=" {{url path}}" style="position:relative"><span>Login</span></a></li><li class="final"><a class="font-semibold font-national sign-up-trigger btn btn-gradient js-cta-topRight pt-[8.5px] px-7 pb-[9.5px] block text-18 text-[#555] uppercase border-none border-0 border-[transparent] bg-white rounded min-w-[120px] ml-2.5 hover:text-white transition-all" href="https://www.datadoghq.com/" data-event-category="Signup" data-event-action="Step 1 Top Right Initiated" data-event-label=" {{url path}}" style="position:relative"><span class="hidden desktop-sm:block">GET STARTED FREE</span>
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<span class="block desktop-sm:hidden">Free Trial</span></a></li></ul></div><div class="flex desktop-sm:hidden items-center justify-center"><a href="https://www.datadoghq.com/"><img src="https://corp.dd-static.net/img/datadog_rbg_n_2x.png?format=png" class="bits-logo-mobile d-inline-block" alt="Datadog Logo" width="157" height="40"></a></div><button x-on:click="mobileOpen = !mobileOpen" type="button" class="navbar-toggler flex flex-col gap-1 desktop-sm:hidden relative my-3 px-2.5 py-[9px] border border-[transparent]" data-bs-toggle="" data-bs-target="#collapseExample" aria-expanded="false" aria-controls="collapseExample">
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||
<span class="visually-hidden sr-only">Toggle navigation</span>
|
||
<span class="icon-bar transition-all block w-[22px] h-0.5 bg-[#555]" :class="mobileOpen ? 'rotate-45 translate-x-1.5 translate-y-1.5' : ''"></span>
|
||
<span class="icon-bar transition-all block w-[22px] h-0.5 bg-[#555]" :class="mobileOpen ? 'opacity-0' : 'opacity-100'"></span>
|
||
<span class="icon-bar transition-all block w-[22px] h-0.5 bg-[#555]" :class="mobileOpen ? '-rotate-45 translate-x-1.5 -translate-y-1.5' : ''"></span></button></div></nav><div x-show="mobileOpen" x-cloak="" @click="mobileOpen = false" id="mobile-nav-bg" class="desktop-sm:hidden transition-all fixed top-0 left-0 w-full h-full bg-black z-50" :class="mobileOpen ? 'opacity-25' : 'opacity-0'"></div><div x-cloak="" id="mobile-nav" class="desktop-sm:hidden transition-all w-[400px] pt-[90px] bg-white fixed top-0 overflow-y-auto h-full z-60 pb-5 font-normal" :class="mobileOpen ? 'right-0' : 'right-[-500px]'"><ul><li x-on:click="dropdownOpen === 'product' ? dropdownOpen = 'none' : dropdownOpen = 'product'" class="border-b border-b-[#c7c7c7] text-18 dropdown"><a href="#" data-astro-reload="" :class="dropdownOpen === 'product' ? 'text-[#632ca6]' : 'text-[#555]'" class="dropdown-toggle block font-semibold font-national uppercase text-[#555] hover:text-[#632ca6] whitespace-nowrap" data-bs-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="true" data-dd-action-name="Product Dropdown on Mobile"><div class="nav-menu-item ml-5 py-3 pl-[14px]">Product
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||
<span class="caret absolute right-[22px] inline-flex h-[25px]"><svg viewBox="0 0 17.78 10.51" width="18px" class="inline-block transition-all" :class="dropdownOpen === 'product' ? 'rotate-180' : 'rotate-0'">
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<polyline class="dropdown-arrow fill-none stroke-[#555]" style="stroke-width: 2px;" points="16.92 1.14 8.92 9.14 0.92 1.14"></polyline>
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</svg></span></div></a><ul x-cloak="" x-show="dropdownOpen === 'product'" class="dropdown-menu" id="product-mobile-menu"><li><p class="mobile-product-category sticky top-0 bg-white flex items-center gap-2 pt-[13px] pb-[5px] pl-[19px] font-bold font-national text-22 leading-24 ml-5"><svg class="w-[22px] h-auto" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>host-map</title>
|
||
<path d="M14.214 13.103l-7.107 4.103-7.107-4.103v-8.206l7.107-4.103 7.107 4.103zM32 4.897v8.206l-7.107 4.103-7.107-4.103v-8.206l7.107-4.103zM29.333 6.436l-4.44-2.563-4.44 2.563v5.127l4.44 2.563 4.44-2.563zM9.037 19.98v8.040l6.963 4.020 6.962-4.020v-8.040l-6.963-4.020z"></path>
|
||
</svg>
|
||
Infrastructure</p><ul class="mb-[5px] pb-2.5"><li><a href="https://www.datadoghq.com/product/infrastructure-monitoring/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Infrastructure Monitoring</a></li><li><a href="https://www.datadoghq.com/product/metrics/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Custom Metrics</a></li><li><a href="https://www.datadoghq.com/product/network-monitoring/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Network Monitoring</a></li><li><a href="https://www.datadoghq.com/product/container-monitoring/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Container Monitoring</a></li><li><a href="https://www.datadoghq.com/product/kubernetes-autoscaling/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Kubernetes Autoscaling</a></li><li><a href="https://www.datadoghq.com/product/serverless-monitoring/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Serverless Monitoring</a></li><li><a href="https://www.datadoghq.com/product/cloud-cost-management/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Cloud Cost Management</a></li><li><a href="https://www.datadoghq.com/product/storage-management/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Storage Management</a></li><li><a href="https://www.datadoghq.com/product/gpu-monitoring/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">GPU Monitoring</a></li></ul></li><li><p class="mobile-product-category sticky top-0 bg-white flex items-center gap-2 pt-[13px] pb-[5px] pl-[19px] font-bold font-national text-22 leading-24 ml-5"><svg class="w-[22px] h-auto" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>apm</title>
|
||
<path d="M0 2.667h32v3.81h-32v-3.81zM0 10.286h6v3.81h-6v-3.81zM10 10.286h22v3.81h-22v-3.81zM10 17.905h12v3.81h-12v-3.81zM26 17.905h6v3.81h-6v-3.81zM16 25.524h6v3.81h-6v-3.81z"></path>
|
||
</svg>
|
||
Applications</p><ul class="mb-[5px] pb-2.5"><li><a href="https://www.datadoghq.com/product/apm/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Application Performance Monitoring</a></li><li><a href="https://www.datadoghq.com/product/universal-service-monitoring/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Universal Service Monitoring</a></li><li><a href="https://www.datadoghq.com/product/code-profiling/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Continuous Profiler</a></li><li><a href="https://www.datadoghq.com/product/dynamic-instrumentation/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Dynamic Instrumentation</a></li><li><a href="https://www.datadoghq.com/products/ai/agent-observability/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Agent Observability</a></li></ul></li><li><p class="mobile-product-category sticky top-0 bg-white flex items-center gap-2 pt-[13px] pb-[5px] pl-[19px] font-bold font-national text-22 leading-24 ml-5"><svg class="w-[22px] h-auto" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
|
||
<path d="M96,8C50.393,8,16,25.2,16,48v96c0,22.8,34.393,40,80,40s80-17.2,80-40V48C176,25.2,141.607,8,96,8ZM48.337,32.683C60.936,27.083,77.863,24,96,24c39.068,0,64,14.214,64,24,0,4.969-6.26,10.838-16.337,15.317C131.064,68.917,114.138,72,96,72,56.932,72,32,57.786,32,48,32,43.031,38.26,37.162,48.337,32.683Zm95.326,126.633C131.064,164.916,114.137,168,96,168c-39.068,0-64-14.215-64-24V120.577C46.356,130.075,69.242,136,96,136s49.644-5.925,64-15.423V144C160,148.969,153.74,154.838,143.663,159.316Zm0-48C131.064,116.916,114.137,120,96,120c-39.068,0-64-14.215-64-24V72.577C46.356,82.075,69.242,88,96,88s49.644-5.925,64-15.423V96C160,100.969,153.74,106.838,143.663,111.316ZM96,95.86a151.433,151.433,0,0,0,16-.83v16.1c-5.14.48-10.49.73-16,.73Zm47.66-8.69c.12-.05.23-.1.34-.15v17.27a113.137,113.137,0,0,1-16,4.47V92.34A90.144,90.144,0,0,0,143.66,87.17ZM96,144a151.433,151.433,0,0,0,16-.83v16.1c-5.14.48-10.49.73-16,.73Zm47.66-8.69c.12-.05.23-.1.34-.15v17.27a113.137,113.137,0,0,1-16,4.47v-16.42A90.144,90.144,0,0,0,143.66,135.312Z"></path>
|
||
</svg>
|
||
Data</p><ul class="mb-[5px] pb-2.5"><li><a href="https://www.datadoghq.com/product/database-monitoring/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Database Monitoring</a></li><li><a href="https://www.datadoghq.com/products/observability/data-observability/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Data Observability</a></li><li><a href="https://www.datadoghq.com/product/data-streams-monitoring/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Data Streams Monitoring</a></li></ul></li><li><p class="mobile-product-category sticky top-0 bg-white flex items-center gap-2 pt-[13px] pb-[5px] pl-[19px] font-bold font-national text-22 leading-24 ml-5"><svg class="w-[22px] h-auto" width="48" height="48" viewBox="0 0 48 48" fill="" xmlns="http://www.w3.org/2000/svg">
|
||
<g id="Logs">
|
||
<path id="Vector" d="M28.1375 9.81131C21.6141 10.8028 16.3957 15.6567 14.7773 22.1801C13.4723 27.085 14.7773 31.678 17.0742 35.2269L9.87276 42.4283C8.56785 43.7333 8.56785 45.7163 9.87276 47.0212C11.1777 48.3262 13.1608 48.3262 14.4658 47.0212L21.6161 39.8198C25.2176 42.1167 29.809 43.4213 34.6629 42.1167C40.8728 40.4472 45.7792 34.9153 46.7707 28.3917C48.0737 17.6397 38.9403 8.50641 28.1375 9.81131ZM30.4344 37.5219C24.2245 37.5219 19.0063 32.3035 19.0063 26.0938C19.0063 19.9364 24.2247 14.7165 30.4344 14.7165C36.6441 14.7165 41.8625 19.9349 41.8625 26.0938C41.8638 32.3035 36.6439 37.5219 30.434 37.5219H30.4344ZM23.9106 6.52341H14.1518V0H23.9106V6.52341ZM36.9574 6.52341H27.1985V0H36.9574V6.52341ZM11.8553 32.617H1.10498V26.0936H10.8638C10.8638 28.39 11.1773 30.6865 11.8553 32.617ZM15.7702 13.0468C14.1518 15.0297 12.8483 17.3262 11.8568 19.5702H1.10498V13.0468H15.7702ZM10.8638 6.52341H1.10498V0H10.8638V6.52341ZM35.3404 29.3812H25.8951C25.8951 29.3812 25.5295 28.3897 25.5295 27.7627C25.3495 24.2183 28.5039 21.2393 32.0529 21.2393C33.3578 21.2393 34.3498 21.5528 35.3408 22.1783L35.3404 29.3812Z"></path>
|
||
</g>
|
||
</svg>
|
||
Logs</p><ul class="mb-[5px] pb-2.5"><li><a href="https://www.datadoghq.com/product/log-management/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Log Management</a></li><li><a href="https://www.datadoghq.com/product/audit-trail/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Audit Trail</a></li><li><a href="https://www.datadoghq.com/product/observability-pipelines/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Observability Pipelines</a></li><li><a href="https://www.datadoghq.com/product/error-tracking/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Error Tracking</a></li><li><a href="https://www.datadoghq.com/product/byoc-logs/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Bring Your Own Cloud Log Management</a></li><li><a href="https://www.datadoghq.com/product/sensitive-data-scanner/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Sensitive Data Scanner</a></li></ul></li><li><p class="mobile-product-category sticky top-0 bg-white flex items-center gap-2 pt-[13px] pb-[5px] pl-[19px] font-bold font-national text-22 leading-24 ml-5"><svg class="w-[22px] h-auto" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>security-platform</title>
|
||
<path d="M16 0.793l-12 6.938v9.604c0.007 4.42 2.392 8.281 5.944 10.372l0.056 0.031 6 3.468 6-3.469c3.608-2.122 5.993-5.983 6-10.402v-9.605zM6.667 10.811l8 4.625v4.42l-8-4.625zM7.997 8.5l6.669-3.856v7.711zM6.723 18.343l7.944 4.593v4.42l-3.333-1.926c-2.521-1.484-4.269-4.050-4.607-7.044l-0.004-0.043zM25.333 17.335c-0.005 3.439-1.86 6.443-4.623 8.070l-0.044 0.024-3.333 1.927v-22.712l8 4.625z"></path>
|
||
</svg>
|
||
Security</p><ul class="mb-[5px] pb-2.5"><li><a href="https://www.datadoghq.com/products/security/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Overview</a></li><li><a href="https://www.datadoghq.com/product/code-security/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Code Security</a></li><li><a href="https://www.datadoghq.com/product/software-composition-analysis/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Software Composition Analysis</a></li><li><a href="https://www.datadoghq.com/product/sast/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Static Code Analysis</a></li><li><a href="https://www.datadoghq.com/product/iast/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Runtime Code Analysis</a></li><li><a href="https://www.datadoghq.com/product/iac-security" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">IaC Security</a></li><li><a href="https://www.datadoghq.com/product/secret-scanning/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Secret Scanning</a></li><li><a href="https://www.datadoghq.com/product/cloud-security/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Cloud Security</a></li><li><a href="https://www.datadoghq.com/product/sensitive-data-scanner/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Sensitive Data Scanner</a></li><li><a href="https://www.datadoghq.com/product/cloud-security/#posture-management" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Cloud Security Posture Management</a></li><li><a href="https://www.datadoghq.com/product/cloud-security/#entitlement-management" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Cloud Infrastructure Entitlement Management</a></li><li><a href="https://www.datadoghq.com/product/cloud-security/#vulnerability-management" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Vulnerability Management</a></li><li><a href="https://www.datadoghq.com/product/cloud-security/#compliance" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Compliance</a></li><li><a href="https://www.datadoghq.com/product/workload-protection/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Cloud Workload Protection</a></li><li><a href="https://www.datadoghq.com/product/app-and-api-protection/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">App & API Protection</a></li><li><a href="https://www.datadoghq.com/product/cloud-siem/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Cloud SIEM</a></li><li><a href="https://www.datadoghq.com/product/ai/bits-security-analyst/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Bits Security Analyst</a></li></ul></li><li><p class="mobile-product-category sticky top-0 bg-white flex items-center gap-2 pt-[13px] pb-[5px] pl-[19px] font-bold font-national text-22 leading-24 ml-5"><svg class="w-[22px] h-auto" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>rum</title>
|
||
<path d="M8.728 32h-8.728v-14.544h8.728v14.544zM2.912 29.088h2.912v-8.728h-2.912v8.728zM18.908 29.088h-7.269v-2.912h4.364v-14.544h-10.187v2.912h-2.905v-5.816h16.003v20.361zM32 20.361h-10.18v-2.912h7.276v-14.544h-20.367v2.912h-2.912v-5.816h26.184v20.361z"></path>
|
||
</svg>
|
||
Digital Experience</p><ul class="mb-[5px] pb-2.5"><li><a href="https://www.datadoghq.com/product/product-analytics/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Product Analytics</a></li><li><a href="https://www.datadoghq.com/product/experiments/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Experiments</a></li><li><a href="https://www.datadoghq.com/product/real-user-monitoring/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Browser Real User Monitoring</a></li><li><a href="https://www.datadoghq.com/product/real-user-monitoring/mobile-rum/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Mobile Real User Monitoring</a></li><li><a href="https://www.datadoghq.com/product/real-user-monitoring/session-replay/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Session Replay</a></li><li><a href="https://www.datadoghq.com/product/synthetic-monitoring/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Synthetic Monitoring</a></li><li><a href="https://www.datadoghq.com/product/mobile-app-testing/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Mobile App Testing</a></li><li><a href="https://www.datadoghq.com/product/continuous-testing/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Continuous Testing</a></li><li><a href="https://www.datadoghq.com/product/error-tracking/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Error Tracking</a></li><li><a href="https://www.datadoghq.com/product/platform/dashboards/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Dashboards</a></li></ul></li><li><p class="mobile-product-category sticky top-0 bg-white flex items-center gap-2 pt-[13px] pb-[5px] pl-[19px] font-bold font-national text-22 leading-24 ml-5"><svg class="w-[22px] h-auto" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>ci</title>
|
||
<path d="M30.667 22.625v0.087c-0.006 4.392-3.565 7.95-7.956 7.955h-0.085c-3.937-0.005-7.205-2.864-7.845-6.62l-0.007-0.047h-3.107l4.333-4.333 4.333 4.333h-2.833c0.6 2.315 2.669 3.998 5.131 4h0.087c2.916-0.009 5.278-2.373 5.282-5.29v-0.085c-0.003-2.921-2.369-5.288-5.29-5.292h-13.42c-4.393-0.004-7.954-3.565-7.957-7.958v-0.087c0.006-4.392 3.565-7.95 7.956-7.955h0.085c4.393 0.004 7.954 3.564 7.958 7.956v2.044h-2.667v-2.043c-0.004-2.921-2.371-5.287-5.291-5.29h-0.087c-2.919 0.005-5.285 2.371-5.288 5.29v0.085c0.003 2.921 2.369 5.288 5.29 5.292h13.42c4.393 0.004 7.954 3.565 7.957 7.958v0z"></path>
|
||
</svg>
|
||
Software Delivery</p><ul class="mb-[5px] pb-2.5"><li><a href="https://www.datadoghq.com/product/continuous-testing/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Continuous Testing</a></li><li><a href="https://www.datadoghq.com/product/internal-developer-portal/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Internal Developer Portal (IDP)</a></li><li><a href="https://www.datadoghq.com/product/ci-cd-monitoring/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">CI Visibility</a></li><li><a href="https://www.datadoghq.com/product/test-optimization/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Test Optimization</a></li><li><a href="https://www.datadoghq.com/product/feature-flags/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Feature Flags</a></li><li><a href="https://www.datadoghq.com/product/code-coverage/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Code Coverage</a></li><li><a href="https://www.datadoghq.com/product/software-composition-analysis/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Software Composition Analysis</a></li><li><a href="https://www.datadoghq.com/product/platform/dora-metrics/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">DORA Metrics + AI Impact</a></li></ul></li><li><p class="mobile-product-category sticky top-0 bg-white flex items-center gap-2 pt-[13px] pb-[5px] pl-[19px] font-bold font-national text-22 leading-24 ml-5"><svg class="w-[22px] h-auto" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
|
||
<path d="M88,188.38V91.38l84-48.5v96.99l-84,48.51Zm16-87.76v60.04l52-30.02v-60.04l-52,30.02Zm-50-28.87v97l16-9.24V80.99l52-30.02,16-9.24V23.25L54,71.75ZM20,52.12v97l16-9.24V61.36l52-30.02,16-9.24V3.62L20,52.12Z"></path>
|
||
</svg>
|
||
Service Management</p><ul class="mb-[5px] pb-2.5"><li><a href="https://www.datadoghq.com/product/incident-response/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Incident Management</a></li><li><a href="https://www.datadoghq.com/product/case-management/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Work Management</a></li><li><a href="https://www.datadoghq.com/product/service-level-objectives/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Service Level Objectives</a></li><li><a href="https://www.datadoghq.com/product/workflow-automation/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Workflow Automation</a></li><li><a href="https://www.datadoghq.com/product/app-builder/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Datadog Apps</a></li><li><a href="https://www.datadoghq.com/product/event-management/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Event Management</a></li><li><a href="https://www.datadoghq.com/product/internal-developer-portal/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Internal Developer Portal (IDP)</a></li><li><a href="https://www.datadoghq.com/product/software-catalog/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Software Catalog</a></li></ul></li><li><p class="mobile-product-category sticky top-0 bg-white flex items-center gap-2 pt-[13px] pb-[5px] pl-[19px] font-bold font-national text-22 leading-24 ml-5"><svg class="w-[22px] h-auto" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" fill="" viewBox="0 0 192 192" style="enable-background:new 0 0 192 192;" xml:space="preserve"><g id="Layer_7"><g><linearGradient id="SVGID_1_" gradientUnits="userSpaceOnUse" x1="89.0192" y1="122.732" x2="142.9808" y2="29.268"><stop offset="0" style="stop-color:#5500FF"></stop><stop offset="0.1715" style="stop-color:#4D09FF"></stop><stop offset="0.4511" style="stop-color:#3821FF"></stop><stop offset="0.802" style="stop-color:#1649FF"></stop><stop offset="1" style="stop-color:#0062FF"></stop></linearGradient><path class="st5" d="M120,16h-8c0,30.88-25.12,56-56,56v8c30.88,0,56,25.12,56,56h8c0-30.88,25.12-56,56-56v-8 C145.12,72,120,46.88,120,16z"></path><linearGradient id="SVGID_00000049207151058930698180000011839073544639225000_" gradientUnits="userSpaceOnUse" x1="35.4115" y1="168.7311" x2="68.5885" y2="111.267"><stop offset="0" style="stop-color:#5500FF"></stop><stop offset="0.1715" style="stop-color:#4D09FF"></stop><stop offset="0.4511" style="stop-color:#3821FF"></stop><stop offset="0.802" style="stop-color:#1649FF"></stop><stop offset="1" style="stop-color:#0062FF"></stop></linearGradient><path d="M56,104h-4c0,0,0,0,0,0c0,0,0,0,0,0h-4 c0,17.64-14.35,32-32,32v8c17.65,0,32,14.36,32,32h8c0-17.64,14.35-32,32-32v-8C70.35,136,56,121.64,56,104z"></path></g></g></svg>AI</p><ul class="mb-[5px] pb-2.5"><li><a href="https://www.datadoghq.com/product/ai/bits-investigation/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Bits Investigation</a></li><li><a href="https://www.datadoghq.com/product/ai/bits-ai-agents/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Bits AI</a></li><li><a href="https://www.datadoghq.com/product/ai/bits-chat/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Bits Chat</a></li><li><a href="https://www.datadoghq.com/product/ai/bits-agent-builder/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Bits Agent Builder</a></li><li><a href="https://www.datadoghq.com/product/ai/bits-code/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Bits Code</a></li><li><a href="https://www.datadoghq.com/product/ai/bits-security-analyst/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Bits Security Analyst</a></li><li><a href="https://www.datadoghq.com/products/ai/agent-observability/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Agent Observability</a></li><li><a href="https://www.datadoghq.com/product/ai/mcp-server/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">MCP Server</a></li><li><a href="https://www.datadoghq.com/product/ai/mcp-server/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Pup CLI</a></li><li><a href="https://www.datadoghq.com/product/gpu-monitoring/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">GPU Monitoring</a></li></ul></li><li><p class="mobile-product-category sticky top-0 bg-white flex items-center gap-2 pt-[13px] pb-[5px] pl-[19px] font-bold font-national text-22 leading-24 ml-5"><svg class="w-[22px] h-auto" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>dashboard</title>
|
||
<path d="M32 24.876v1.79h-32v-21.333h1.988v19.543h30.012zM26.009 10.679l3.976 12.432h-25.982v-8.006l6.999-7.981 8.987 7.981 6.020-4.426z"></path>
|
||
</svg>
|
||
Platform Capabilities</p><ul class="mb-[5px] pb-2.5"><li><a href="https://www.datadoghq.com/product/ai/bits-ai-agents/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Bits AI</a></li><li><a href="https://www.datadoghq.com/product/ai/bits-chat/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Bits Chat</a></li><li><a href="https://www.datadoghq.com/product/ai/bits-agent-builder/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Bits Agent Builder</a></li><li><a href="https://www.datadoghq.com/product/platform/alerts/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Alerts</a></li><li><a href="https://www.datadoghq.com/product/metrics/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Custom Metrics</a></li><li><a href="https://www.datadoghq.com/product/platform/dashboards/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Dashboards</a></li><li><a href="https://docs.datadoghq.com/notebooks/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Notebooks</a></li><li><a href="https://docs.datadoghq.com/service_management/mobile/?tab=ios" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Mobile App</a></li><li><a href="https://www.datadoghq.com/product/fleet-automation/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Fleet Automation</a></li><li><a href="https://docs.datadoghq.com/account_management/rbac/?tab=datadogapplication" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Access Control</a></li><li><a href="https://www.datadoghq.com/product/governance-console/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Governance Console</a></li><li><a href="https://www.datadoghq.com/product/platform/dora-metrics/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">DORA Metrics + AI Impact</a></li><li><a href="https://www.datadoghq.com/product/incident-response/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Incident Management</a></li><li><a href="https://www.datadoghq.com/product/case-management/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Work Management</a></li><li><a href="https://www.datadoghq.com/product/workflow-automation/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Workflow Automation</a></li><li><a href="https://docs.datadoghq.com/account_management/teams/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Teams</a></li><li><a href="https://www.datadoghq.com/solutions/opentelemetry/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">OpenTelemetry</a></li><li><a href="https://www.datadoghq.com/product/platform/integrations/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Integrations</a></li><li><a href="https://www.datadoghq.com/product/platform/ides/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">IDE Plugins</a></li><li><a href="https://www.datadoghq.com/product/ai/mcp-server/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">MCP Server</a></li><li><a href="https://www.datadoghq.com/product/ai/agent-directory/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Agent Directory</a></li><li><a href="https://www.datadoghq.com/product/app-builder/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Datadog Apps</a></li><li><a href="https://docs.datadoghq.com/api/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">API</a></li><li><a href="https://www.datadoghq.com/marketplacepartners/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Marketplace</a></li><li><a href="https://www.datadoghq.com/product/ai/mcp-server/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Pup CLI</a></li><li><a href="https://www.datadoghq.com/product/software-catalog/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Software Catalog</a></li><li><a href="https://www.datadoghq.com/product/service-level-objectives/" class="block pt-[9px] pb-2 pl-[70px] hover:text-[#632ca6]">Service Level Objectives</a></li></ul></li></ul></li><li class="border-b border-b-[#c7c7c7] text-18"><a href="https://www.datadoghq.com/customers/" class="block font-semibold font-national uppercase text-[#555] hover:text-[#632ca6]"><div class="nav-menu-item ml-5 py-3 pl-[14px]">Customers</div></a></li><li class="border-b border-b-[#c7c7c7] text-18"><a href="https://www.datadoghq.com/pricing/" class="block font-semibold font-national uppercase text-[#555] hover:text-[#632ca6]"><div class="nav-menu-item ml-5 py-3 pl-[14px]">Pricing</div></a></li><li x-on:click="dropdownOpen === 'solutions' ? dropdownOpen = 'none' : dropdownOpen = 'solutions'" class="border-b border-b-[#c7c7c7] text-18 dropdown"><a href="#" data-astro-reload="" :class="dropdownOpen === 'solutions' ? 'text-[#632ca6]' : 'text-[#555]'" class="dropdown-toggle block font-semibold font-national uppercase text-[#555] hover:text-[#632ca6] whitespace-nowrap" data-bs-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="true" data-dd-action-name="Solutions Dropdown on Mobile"><div class="nav-menu-item ml-5 py-3 pl-[14px]">Solutions
|
||
<span class="caret absolute right-[22px] inline-flex h-[25px]"><svg viewBox="0 0 17.78 10.51" width="18px" class="inline-block transition-all" :class="dropdownOpen === 'solutions' ? 'rotate-180' : 'rotate-0'">
|
||
<polyline class="dropdown-arrow fill-none stroke-[#555]" style="stroke-width: 2px;" points="16.92 1.14 8.92 9.14 0.92 1.14"></polyline>
|
||
</svg></span></div></a><ul x-cloak="" x-show="dropdownOpen === 'solutions'" class="dropdown-menu mb-[5px] pb-2.5" id="solutions-mobile-menu"><p class="pl-15 py-2.5 font-semibold font-national text-16 leading-18 uppercase sticky top-0 bg-white">Industry</p><li><a href="https://www.datadoghq.com/solutions/financial-services/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Financial Services</div></a></li><li><a href="https://www.datadoghq.com/solutions/manufacturing-logistics/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Manufacturing & Logistics</div></a></li><li><a href="https://www.datadoghq.com/solutions/healthcare/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Healthcare/Life Sciences</div></a></li><li><a href="https://www.datadoghq.com/solutions/retail-ecommerce/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Retail/E-Commerce</div></a></li><li><a href="https://www.datadoghq.com/solutions/government/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Government</div></a></li><li><a href="https://www.datadoghq.com/solutions/education/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Education</div></a></li><li><a href="https://www.datadoghq.com/solutions/media-entertainment/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Media & Entertainment</div></a></li><li><a href="https://www.datadoghq.com/solutions/technology/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Technology</div></a></li><li><a href="https://www.datadoghq.com/solutions/gaming/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Gaming</div></a></li><p class="pl-15 py-2.5 font-semibold font-national text-16 leading-18 uppercase sticky top-0 bg-white mt-3">Technology</p><li><a href="https://www.datadoghq.com/solutions/aws/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Amazon Web Services Monitoring</div></a></li><li><a href="https://www.datadoghq.com/solutions/azure/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Azure Monitoring</div></a></li><li><a href="https://www.datadoghq.com/solutions/googlecloud/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Google Cloud Monitoring</div></a></li><li><a href="https://www.datadoghq.com/solutions/oci-monitoring/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Oracle Cloud Monitoring</div></a></li><li><a href="https://www.datadoghq.com/solutions/kubernetes/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Kubernetes Monitoring</div></a></li><li><a href="https://www.datadoghq.com/solutions/openshift/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Red Hat OpenShift</div></a></li><li><a href="https://www.datadoghq.com/solutions/pivotal-platform/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Pivotal Platform</div></a></li><li><a href="https://www.datadoghq.com/solutions/openai/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">OpenAI</div></a></li><li><a href="https://www.datadoghq.com/solutions/sap-monitoring/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">SAP Monitoring</div></a></li><li><a href="https://www.datadoghq.com/solutions/opentelemetry/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">OpenTelemetry</div></a></li><p class="pl-15 py-2.5 font-semibold font-national text-16 leading-18 uppercase sticky top-0 bg-white mt-3">Use Case</p><li><a href="https://www.datadoghq.com/solutions/application-security/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Application Security</div></a></li><li><a href="https://www.datadoghq.com/solutions/cloud-migration/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Cloud Migration</div></a></li><li><a href="https://www.datadoghq.com/solutions/monitoring-consolidation/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Monitoring Consolidation</div></a></li><li><a href="https://www.datadoghq.com/solutions/unified-commerce-monitoring/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">Unified Commerce Monitoring</div></a></li><li><a href="https://www.datadoghq.com/solutions/soar/"><div class="nav-menu-item-children block pt-[9px] pb-2 pl-15 hover:text-[#632ca6]">SOAR</div></a></li><li><a href="https://www.datadoghq.com/solutions/devops/"><div 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</svg></button> </div> <iframe title="DD Signup" width="500px" height="auto" frameborder="0" loading="lazy" class="js-signup-frame h-[815px] w-full max-w-[542px]" style="border: none;" sandbox="allow-scripts allow-forms allow-same-origin allow-top-navigation"></iframe> </div> </dialog> <main class="mt-[90px] desktop-sm:mt-[160px]"> <header class="container desktop:py-15 tablet:py-12 py-9"><div class="flex tablet:flex-row flex-col flex-nowrap justify-between desktop:gap-x-10 tablet:gap-6 tablet:gap-y-0 gap-y-9 tablet:grid tablet:grid-cols-12"><div class="flex flex-col flex-nowrap tablet:col-span-9 desktop-lg:col-span-10"><a href="/blog/" aria-label="Go to The Monitor page" class="eyebrow-h1 bg-gradient-to-r hover:text-purple-600 from-purple-600 from-0% to-magenta to-100% text-transparent bg-clip-text block w-max">The Monitor</a><div class="mb-2 tablet:mb-3 desktop:mb-4"></div><h1 class="h1">Alert fatigue: What it is and how to prevent it</h1><div class="desktop:mb-9 tablet:mb-7 mb-5"></div><div class="flex flex-wrap gap-2"><a title="alerts" aria-label="alerts" data-value="alerts" href="/blog/search/?tag=alerts" class="flex items-center gap-1 tablet:gap-1.5 desktop-sm:gap-2 h-fit group
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hover:text-white bg-grey-200 shadow-100 hover:bg-black active:bg-black rounded py-1 px-2 w-max button-roboto-mono"><span class="block false">alerts</span></a></div></div><div id="listen-rail-column" class="tablet:col-span-3 desktop-lg:col-span-2"><div class="flex flex-col border-t border-t-grey-400 pt-1 tablet:pt-1.5 desktop:pt-2"><!-- Published --><div class="flex flex-row justify-between items-center"><p class="p-roboto-mono-small text-grey-700 uppercase">Published</p><time class="p-small font-bold font-national" datetime="2024-01-04"> Jan 4, 2024 </time></div><div class="flex flex-row justify-between items-center border-t border-t-grey-400 pt-1 tablet:pt-1.5 desktop:pt-2 mt-1 tablet:mt-1.5 desktop:mt-2"><p class="p-roboto-mono-small text-grey-700 uppercase">Read time</p><p class="p-small font-bold font-national lining-nums">11m</p></div></div></div></div><div class="desktop:mb-12 tablet:mb-9 mb-7"></div><div class="content-image-component"> <!-- Render an image with optional popup functionality and caption --> <figure class> <picture><source media="(max-width: 767px)" srcset="https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=677&height=344&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=677&height=344&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=677&height=344&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=677&height=344&dpr=2.5 2.5x, 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https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=934&height=474&dpr=4 4x"><source media="(min-width: 1025px)" srcset="https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=1400&height=711&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=1400&height=711&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=1400&height=711&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=1400&height=711&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=1400&height=711&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=1400&height=711&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=1400&height=711&dpr=4 4x"><img loading="eager" fetchpriority="high" class="h-auto rounded tablet:rounded-md desktop:rounded-lg w-full aspect-[380/193] object-cover" id="1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero" src="https://web-assets.dd-static.net/42588/1776292029-best-practices-to-prevent-alert-fatigue-alert-fatigue-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=1400&height=711&dpr=1" alt="Alert fatigue: What it is and how to prevent it" title="Alert fatigue: What it is and how to prevent it" width="1400" height="711"></picture><script type="module">window.matchMedia("(prefers-reduced-motion: reduce)").matches&&document.querySelectorAll("video").forEach(e=>{e.autoplay=!1,e.controls=!0});</script> </figure> <!-- TODO: Update src with widths related to dialog size constraints + make img src dynamic (to avoid load unless requested via click) --> </div></header><div class="container desktop-sm:grid desktop-sm:grid-cols-12 desktop-sm:gap-10"><!-- Main Content — first in DOM so it streams before the sidebar --><section class="article-content desktop-sm:col-span-9 desktop-sm:col-start-4 desktop-sm:grid desktop-sm:grid-cols-9 desktop-sm:h-fit desktop:text-20 desktop:leading-28 tablet:text-18 tablet:leading-26"><div class="desktop-sm:col-span-6 grid grid-cols-1 mobile-lg:grid-cols-2 desktop-sm:gap-x-10 tablet:gap-x-6 tablet:gap-y-4 gap-y-2"><div class="flex tablet:h-12 gap-4 false"><div class="content-image-component"> <!-- Render an image with optional popup functionality and caption --> <figure class> <picture><source media="(max-width: 767px)" srcset="https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=4 4x"><source media="(min-width: 768px) and (max-width: 1024px)" srcset="https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=4 4x"><source media="(min-width: 1025px)" srcset="https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1 1x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=2 2x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=3 3x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=4 4x"><img loading="eager" fetchpriority="high" class="h-auto rounded-full w-12 h-12" id="1776291729-candaceshamieh" src="https://web-assets.dd-static.net/42588/1776291729-candaceshamieh.jpg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1" alt="Candace Shamieh" title="Candace Shamieh" width="48" height></picture> </figure> <!-- TODO: Update src with widths related to dialog size constraints + make img src dynamic (to avoid load unless requested via click) --> </div><div class="flex flex-col"><p class="p-small font-bold font-national">Candace Shamieh</p><p class="p-small">Technical Content Writer</p></div></div><div class="flex tablet:h-12 gap-4 items-center"><div class="content-image-component"> <!-- Render an image with optional popup functionality and caption --> <figure class> <picture><source media="(max-width: 767px)" srcset="https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=4 4x"><source media="(min-width: 768px) and (max-width: 1024px)" srcset="https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=4 4x"><source media="(min-width: 1025px)" srcset="https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=4 4x"><img loading="eager" fetchpriority="high" class="h-auto rounded-full w-12 h-12" id="1776292019-daljeet-sandu" src="https://web-assets.dd-static.net/42588/1776292019-daljeet-sandu.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1" alt="Daljeet Sandu" title="Daljeet Sandu" width="48" height></picture> </figure> <!-- TODO: Update src with widths related to dialog size constraints + make img src dynamic (to avoid load unless requested via click) --> </div><div class="flex flex-col"><p class="p-small font-bold font-national">Daljeet Sandu</p></div></div><div class="flex tablet:h-12 gap-4 items-center"><div class="content-image-component"> <!-- Render an image with optional popup functionality and caption --> <figure class> <picture><source media="(max-width: 767px)" srcset="https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=4 4x"><source media="(min-width: 768px) and (max-width: 1024px)" srcset="https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=4 4x"><source media="(min-width: 1025px)" srcset="https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=4 4x"><img loading="eager" fetchpriority="high" class="h-auto rounded-full w-12 h-12" id="1776292024-nicolas-narbais-jaureguy" src="https://web-assets.dd-static.net/42588/1776292024-nicolas-narbais-jaureguy.png?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1" alt="Nicolas Narbais" title="Nicolas Narbais" width="48" height></picture> </figure> <!-- TODO: Update src with widths related to dialog size constraints + make img src dynamic (to avoid load unless requested via click) --> </div><div class="flex flex-col"><p class="p-small font-bold font-national">Nicolas Narbais</p></div></div></div><div class="desktop-sm:col-span-full desktop-sm:mb-9 tablet:mb-7 mb-5"></div><div class="tablet:col-span-full tablet:grid tablet:grid-cols-12 tablet:gap-x-6 desktop-sm:grid-cols-9 desktop-sm:gap-x-10 markdown-content [&>*:not(.content-image-wrapper)]:tablet:col-span-12 [&>*:not(.content-image-wrapper)]:desktop-sm:col-span-7 [&>.interactive-diagram-component]:tablet:col-span-12 [&>.interactive-diagram-component]:desktop-sm:col-span-8 [&>form-wrapper]:tablet:col-span-12 [&>form-wrapper]:desktop-sm:col-span-8 [&>.expressive-code]:tablet:col-span-12 [&>.expressive-code]:desktop-sm:col-span-8 [&>.table-component]:tablet:col-span-12 [&>.table-component]:desktop-sm:col-span-8 [&>.dato-code-block-wrapper]:tablet:col-span-12 [&>.dato-code-block-wrapper]:desktop-sm:col-span-8 [&>.dast-content]:col-span-full"><div class="dast-content tablet:grid tablet:grid-cols-subgrid [&>*:not(.content-image-wrapper)]:tablet:col-span-12 [&>*:not(.content-image-wrapper)]:desktop-sm:col-span-7 [&>.dato-code-block-wrapper]:desktop-sm:col-span-8 [&>.table-component]:desktop-sm:col-span-8 [&>.iframe-block-wrapper]:desktop-sm:col-span-8" data-astro-cid-twmmywjp> <p>As your environment changes, new trends can quickly make your existing monitoring less accurate. At the same time, building alerts after every new incident can turn a straightforward strategy into a convoluted one. Treating monitoring as a one-time or reactive effort can both result in <strong>alert fatigue</strong>. Alert fatigue occurs when an excessive number of alerts are generated by monitoring systems or when alerts are irrelevant or unhelpful, leading to a diminished ability to see critical issues. Updating your alerts infrequently or too often can cause false positive alarms and redundant alerts that overwhelm your team. A desensitized team won’t be able to detect issues early and will lose trust in their monitoring systems, which can disrupt production and negatively impact your business.</p>
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<p>To prevent and minimize alert fatigue, it is important to continuously review and update your monitoring strategy, specifically targeting unnecessary or unhelpful alerts. For larger organizations with thousands of alerts, implementation is best done at a team level to ensure alerts are catered to each team’s specific responsibilities. In this post, we will discuss how you can adopt a continuous improvement methodology and implement a practical workflow that helps you revisit and review your alerts. We’ll cover how you can:</p>
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<ul><li><p><a href="#identify-noisy-alerts">Identify noisy alerts that contribute to alert fatigue</a></p></li><li><p><a href="#take-preventative-action-to-minimize-future-opportunity-for-alert-fatigue">Take preventive action to minimize future opportunity for alert fatigue</a></p></li><li><p><a href="#reduce-alert-fatigue-with-datadog">Reduce alert fatigue with Datadog</a></p></li></ul>
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<h2 id="identify-noisy-alerts"><a href="#identify-noisy-alerts">Identify noisy alerts</a></h2>
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<p>The first step in this workflow is to pinpoint your noisiest alerts, or the ones that trigger the most. Two common types of noisy alerts are:</p>
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<ul><li><p><strong>Predictable alerts</strong></p></li><li><p><strong>Flappy alerts</strong></p></li></ul>
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<h3 id="predictable-alerts"><a href="#predictable-alerts">Predictable alerts</a></h3>
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<p>As you review noisy alerts, it’s important to note that <strong>predictable alerts</strong> form consistent patterns. An alert should only be triggered when an unexpected event occurs. For example, if you review an alert’s regular patterns over the course of a week and you can predict that the next alert is going to occur on Friday between 5:00 p.m. and 6:00 p.m., then it should be marked as a predictable alert and adjusted accordingly. This ensures that you are only notified of unexpected events.</p>
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<h3 id="flappy-alerts"><a href="#flappy-alerts">Flappy alerts</a></h3>
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<p><strong>Flappy alerts</strong> are those that frequently switch back and forth between health statuses, like from <code>OK</code> to <code>ALERT</code> to <code>OK</code>. These alerts can quickly bombard you and your response teams if you’re being notified every time the state is changed. As an example, let’s say you have an alert that tracks disk space usage on a server and is set to trigger when disk usage exceeds 90 percent for more than five minutes. The alert detects a spike and triggers a notification. Your team acknowledges the alert was triggered by an automated backup process, so they don’t take any immediate action. The alert updates its status to <code>OK</code> again once the backup is complete and the disk usage drops below 90 percent. A few hours later, the alert once again triggers and your team finds that there was a temporary spike in disk usage due to a one-time large file transfer, but it’s not a cause for concern and easily resolved by deleting unnecessary files. This frequent toggling between <code>ALERT</code> and <code>OK</code> states due to temporary spikes in disk usage can cause alert fatigue because it generates alerts that don’t indicate critical issues.</p>
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<p>When you review potential <a href="https://docs.datadoghq.com/monitors/guide/reduce-alert-flapping/">flappy alerts</a>, determine how long it takes for a health status to change and whether or not it auto-recovers. If you’re being alerted every time the status has changed for a short period of time—like five minutes—or if the issue auto-recovers anyway, then it needs to be addressed.</p>
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<h2 id="take-preventative-action-to-minimize-future-opportunity-for-alert-fatigue"><a href="#take-preventative-action-to-minimize-future-opportunity-for-alert-fatigue">Take preventative action to minimize future opportunity for alert fatigue</a></h2>
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<p>Once you’ve identified your noisiest alerts, you can adjust them to reduce their alerting frequency and increase their overall value. Adjustments are best handled at a team level to allow each team to act independently. In this section, we will discuss the <strong>five</strong> primary tasks that achieve this. After implementing these changes, it’s important to revisit alert settings periodically when you review your monitoring needs, whether that be once a quarter, semiannually, or another time frame that best fits your team. These tasks are to:</p>
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<ul><li><p><a href="#increase-your-evaluation-window">Increase your evaluation window</a></p></li><li><p><a href="#add-recovery-thresholds-to-your-flappy-alerts">Add recovery thresholds</a></p></li><li><p><a href="#consolidate-alerts-with-notification-grouping">Consolidate alerts with notification grouping</a></p></li><li><p><a href="#leverage-conditional-variables">Leverage conditional variables</a></p></li><li><p><a href="#schedule-downtimes">Schedule downtimes</a></p></li></ul>
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||
<h3 id="increase-your-evaluation-window"><a href="#increase-your-evaluation-window">Increase your evaluation window</a></h3>
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||
<p>Setting an <a href="https://docs.datadoghq.com/monitors/configuration/?tab=thresholdalert#evaluation-window"><strong>evaluation window</strong></a> for your alerts defines the <a href="https://docs.datadoghq.com/monitors/configuration/?tab=thresholdalert#evaluation-frequency">frequency</a> at which your monitoring tool evaluates the relevant data and compares it to your configured alert conditions. One common misconception is that increasing the evaluation window might lead to slower responses or missed alerts, but that isn’t the case. The alert continuously assesses the underlying data, so lengthening the evaluation window will ensure that the system considers more data points before deciding if an anomaly exists. In other words, you can increase the evaluation window so that you are only alerted if a behavior is happening consistently—not temporarily.</p>
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<p>Setting a short evaluation window for alerts might seem like a proactive approach to catch anomalies quickly. However, this can increase the occurrence of false positives. For instance, consider a database that occasionally experiences brief surges in query times due to harmless background tasks. If the evaluation window is too short, even these spikes can trigger alerts, disrupting your team’s flow of work.</p>
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<div class="content-image-wrapper tablet:col-span-12 desktop-sm:col-span-8"> <div class="content-image-component"> <!-- Render an image with optional popup functionality and caption --> <figure class> <picture><source media="(max-width: 767px)" srcset="https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=4 4x"><source media="(min-width: 768px) and (max-width: 1024px)" srcset="https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=4 4x"><source media="(min-width: 1025px)" srcset="https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=4 4x"><img loading="lazy" class="h-auto max-w-full tablet:cursor-zoom-in" id="open-popup--1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2" src="https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Timeseries graph to highlight the significance of an evaluation window." title="Timeseries graph to highlight the significance of an evaluation window." width="3346" height="1460"></picture> <figcaption class="mt-4 px-15 p-small italic text-grey-600">Setting too short an evaluation window for alerts may lead to false positives during short, intermittent spikes.</figcaption> </figure> <!-- TODO: Update src with widths related to dialog size constraints + make img src dynamic (to avoid load unless requested via click) --> <dialog-wrapper data-id="dialog-popup--1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2" data-trigger-id="open-popup--1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2" class="container h-full content-center bg-transparent backdrop:bg-black/70 backdrop:backdrop-blur-[2px]" data-astro-cid-d4yttbaw> <span class="relative mx-auto [&>*:first-child]:bg-white block tablet:p-9 desktop-sm:p-12 rounded-3xl bg-white max-h-[calc(100vh-6rem)] overflow-y-auto" data-astro-cid-d4yttbaw> <figure class="content-image-component overflow-scroll max-h-[calc(100vh-12rem)]"> <img loading="lazy" class="w-full h-auto" srcset="https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292034-best-practices-to-prevent-alert-fatigue-alert-fatigue-evaluation-window-timeseries-graph-updated-2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Timeseries graph to highlight the significance of an evaluation window." width="1026"> <figcaption class="mt-4 px-9 p-small italic text-grey-600">Setting too short an evaluation window for alerts may lead to false positives during short, intermittent spikes.</figcaption> </figure> <div class="desktop-sm:p-6 absolute top-0 right-0 z-10 p-3" data-astro-cid-d4yttbaw> <button title="Close dialog" aria-label="Close dialog" data-dd-action-name="dialog: icon: close dialog" class="flex items-center gap-1 tablet:gap-1.5 desktop-sm:gap-2 h-fit group
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"><span class="sr-only">Close dialog</span><svg aria-hidden="true" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg" class="h-6 w-6 fill-grey-400 hover:fill-purple-300 order-2 transition-default">
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<path d="M7.6029 5.72327L5.71729 7.60889L24.3849 26.2765L26.2705 24.3909L7.6029 5.72327Z"></path>
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<path d="M24.3849 5.7235L5.71729 24.3911L7.6029 26.2767L26.2705 7.60911L24.3849 5.7235Z"></path>
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</svg></button> </div> </span> </dialog> </dialog-wrapper> <script type="module">class c extends HTMLElement{constructor(){super();const s=this.dataset.id,r=this.dataset.triggerId,e=document.getElementById(s),n=e?.querySelector("button"),o=document.getElementById(r),d=document.querySelector("body");if(!e||!n||!o)return;e.addEventListener("close",()=>{d.style.overflow=""}),e.addEventListener("click",t=>{const i=e.firstElementChild?.getBoundingClientRect()||e.getBoundingClientRect();(t.clientX<i.left||t.clientX>i.right||t.clientY<i.top||t.clientY>i.bottom)&&e.close()}),n.addEventListener("click",()=>{e.close()});let l=this.dataset.disableMobilePopup==="true"&&window.innerWidth<1025;window.addEventListener("resize",()=>{l=this.dataset.disableMobilePopup==="true"&&window.innerWidth<1025}),o.addEventListener("click",()=>{l||(e.showModal(),d.style.overflow="hidden")})}}customElements.define("dialog-wrapper",c);</script> </div> </div>
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<h3 id="add-recovery-thresholds-to-your-flappy-alerts"><a href="#add-recovery-thresholds-to-your-flappy-alerts">Add recovery thresholds to your flappy alerts</a></h3>
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<p><strong>Recovery thresholds</strong> are optional thresholds that you can add to a flappy alert, particularly those that trigger multiple times in a row during a short period, like over the past 15 minutes. <a href="https://docs.datadoghq.com/monitors/guide/recovery-thresholds/">Recovery thresholds</a> include additional conditions to help you verify that an issue is resolved so you don’t receive unnecessarily disruptive alerts. The recovery threshold is satisfied whenever the recovery condition is met.</p>
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<p>For example, let’s say you’ve set up an alert that notifies you once a server’s CPU usage exceeds 80 percent and added a recovery threshold that triggers when CPU usage is below 70 percent. When one of your servers experiences a temporary spike in CPU usage that reaches 85 percent, it triggers an alert. You already have auto-scaling enabled, so your server’s workload quickly decreases and CPU usage falls below 70 percent. Your monitor detects the decrease and appropriately switches the alert from <code>ALERT</code> to <code>OK</code> without any manual intervention.</p>
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<h3 id="consolidate-alerts-with-notification-grouping"><a href="#consolidate-alerts-with-notification-grouping">Consolidate alerts with notification grouping</a></h3>
|
||
<p>With <strong>notification grouping</strong>, you can define how alerts should be <a href="https://docs.datadoghq.com/monitors/configuration/?tab=thresholdalert#alert-grouping">grouped</a> or choose to group them by a specific dimension, whether that be by service, cluster name, host, device, or something else entirely. If you choose to group alerts by multiple dimensions, then your alert will send you an individual notification for each entity that meets the alert threshold.</p>
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||
<p>Alerts with multiple dimensions can quickly become overwhelming if you’re monitoring a large group of entities. For example, let’s say you’re monitoring for latency across a group of critical services, each running on multiple hosts. You set up one alert with two dimensions: <code>host</code> and <code>service</code>. With this setup, you can potentially receive a wave of notifications whenever a single host becomes unavailable, alerting you to the host’s state and the service’s state. By removing <code>host</code> from the alert dimensions, you’ll group notifications at the service level and reduce the number of alerts you receive. This notification grouping allows you to have granular queries that still look at service- and host-level information but reduces the noise to a minimum by alerting once when the service meets the threshold. This enables you to investigate without being flooded with redundant alerts.</p>
|
||
<div class="content-image-wrapper tablet:col-span-12 desktop-sm:col-span-8"> <div class="content-image-component"> <!-- Render an image with optional popup functionality and caption --> <figure class> <picture><source media="(max-width: 767px)" srcset="https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=4 4x"><source media="(min-width: 768px) and (max-width: 1024px)" srcset="https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=4 4x"><source media="(min-width: 1025px)" srcset="https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=4 4x"><img loading="lazy" class="h-auto max-w-full tablet:cursor-zoom-in" id="open-popup--1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated" src="https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Illustration for notification grouping. One notification is sent when an entire service meets the alert threshold, regardless of the number of individual hosts that meet the threshold." title="Illustration for notification grouping. One notification is sent when an entire service meets the alert threshold, regardless of the number of individual hosts that meet the threshold." width="3012" height="1492"></picture> <figcaption class="mt-4 px-15 p-small italic text-grey-600">By grouping alert notifications at the service level, you can avoid receiving alerts from each individual host running the service experiencing an issue.</figcaption> </figure> <!-- TODO: Update src with widths related to dialog size constraints + make img src dynamic (to avoid load unless requested via click) --> <dialog-wrapper data-id="dialog-popup--1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated" data-trigger-id="open-popup--1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated" class="container h-full content-center bg-transparent backdrop:bg-black/70 backdrop:backdrop-blur-[2px]" data-astro-cid-d4yttbaw> <span class="relative mx-auto [&>*:first-child]:bg-white block tablet:p-9 desktop-sm:p-12 rounded-3xl bg-white max-h-[calc(100vh-6rem)] overflow-y-auto" data-astro-cid-d4yttbaw> <figure class="content-image-component overflow-scroll max-h-[calc(100vh-12rem)]"> <img loading="lazy" class="w-full h-auto" srcset="https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292093-best-practices-to-prevent-alert-fatigue-alert-fatigue-notification-grouping-updated.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Illustration for notification grouping. One notification is sent when an entire service meets the alert threshold, regardless of the number of individual hosts that meet the threshold." width="1026"> <figcaption class="mt-4 px-9 p-small italic text-grey-600">By grouping alert notifications at the service level, you can avoid receiving alerts from each individual host running the service experiencing an issue.</figcaption> </figure> <div class="desktop-sm:p-6 absolute top-0 right-0 z-10 p-3" data-astro-cid-d4yttbaw> <button title="Close dialog" aria-label="Close dialog" data-dd-action-name="dialog: icon: close dialog" class="flex items-center gap-1 tablet:gap-1.5 desktop-sm:gap-2 h-fit group
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||
"><span class="sr-only">Close dialog</span><svg aria-hidden="true" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg" class="h-6 w-6 fill-grey-400 hover:fill-purple-300 order-2 transition-default">
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||
<path d="M7.6029 5.72327L5.71729 7.60889L24.3849 26.2765L26.2705 24.3909L7.6029 5.72327Z"></path>
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||
<path d="M24.3849 5.7235L5.71729 24.3911L7.6029 26.2767L26.2705 7.60911L24.3849 5.7235Z"></path>
|
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</svg></button> </div> </span> </dialog> </dialog-wrapper> </div> </div>
|
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<h3 id="leverage-conditional-variables"><a href="#leverage-conditional-variables">Leverage conditional variables</a></h3>
|
||
<p>You can create <strong>conditional variables</strong> for your alerts that will modify their message or recipients based on defined criteria. Because <a href="https://docs.datadoghq.com/monitors/notify/variables/?tab=is_alert#conditional-variables">conditional variables</a> use advanced logic, you can utilize them to route notifications to specific teams. For example, you can ensure that any issue that arises in <code>cluster_1</code> only notifies <code>team_1</code>, <code>cluster_2</code> notifies <code>team_2</code>, and so on.</p>
|
||
<p>You can also increase an alert’s relevance by adding notification messages to your conditional variables. It can be frustrating to receive an alert and have to comb through a dozen or more conditional variables to figure out how to resolve a problem. Notification messages reduce alert fatigue because you and your team know that when you receive an alert, the message will provide you with information directly related to the problem. In the example below, we’ve configured the alert to look at the name of the cluster that emitted the alert. If it’s <code>cluster_1</code>, it displays a specific message, and notifies the development team that supports <code>cluster_1</code>.</p>
|
||
<div class="dato-code-block-wrapper" data-astro-cid-twmmywjp> <div class="expressive-code"><link rel="stylesheet" href="/blog/_astro/ec.cd55k.css"><script type="module" src="/blog/_astro/ec.0vx5m.js"></script><figure class="frame"><figcaption class="header"></figcaption><pre data-language="text"><code><div class="ec-line"><div class="gutter"><div class="ln" aria-hidden="true">1</div></div><div class="code"><span style="--0:#000000">{{#is_exact_match "cluster.name" "cluster_1"}}</span></div></div><div class="ec-line"><div class="gutter"><div class="ln" aria-hidden="true">2</div></div><div class="code"><span class="indent"><span style="--0:#000000"> </span></span><span style="--0:#000000"><This displays if the cluster that triggered the alert is</span></div></div><div class="ec-line"><div class="gutter"><div class="ln" aria-hidden="true">3</div></div><div class="code"><span class="indent"><span style="--0:#000000"> </span></span><span style="--0:#000000">exactly named cluster1.> <@dev-team-cluster1@company.com></span></div></div><div class="ec-line"><div class="gutter"><div class="ln" aria-hidden="true">4</div></div><div class="code"><span style="--0:#000000">{{/is_exact_match}}</span></div></div></code></pre><div class="copy"><div aria-live="polite"></div><button title="Copy to clipboard" data-copied="Copied!" data-code="{{#is_exact_match "cluster.name" "cluster_1"}} <This displays if the cluster that triggered the alert is exactly named cluster1.> <@dev-team-cluster1@company.com>{{/is_exact_match}}"><div></div></button></div></figure></div> </div>
|
||
<h3 id="schedule-downtimes"><a href="#schedule-downtimes">Schedule downtimes</a></h3>
|
||
<p>If you and your team are planning any maintenance, upgrades, or system shutdowns, you can schedule <strong>downtimes</strong> so that all alerts and notifications are appropriately silenced.</p>
|
||
<div class="content-image-wrapper tablet:col-span-12 desktop-sm:col-span-8"> <div class="content-image-component"> <!-- Render an image with optional popup functionality and caption --> <figure class> <picture><source media="(max-width: 767px)" srcset="https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=4 4x"><source media="(min-width: 768px) and (max-width: 1024px)" srcset="https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=4 4x"><source media="(min-width: 1025px)" srcset="https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=4 4x"><img loading="lazy" class="h-auto max-w-full tablet:cursor-zoom-in" id="open-popup--1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final" src="https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Scheduling downtimes in the Datadog application" title="Scheduling downtimes in the Datadog application" width="3840" height="1992"></picture> </figure> <!-- TODO: Update src with widths related to dialog size constraints + make img src dynamic (to avoid load unless requested via click) --> <dialog-wrapper data-id="dialog-popup--1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final" data-trigger-id="open-popup--1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final" class="container h-full content-center bg-transparent backdrop:bg-black/70 backdrop:backdrop-blur-[2px]" data-astro-cid-d4yttbaw> <span class="relative mx-auto [&>*:first-child]:bg-white block tablet:p-9 desktop-sm:p-12 rounded-3xl bg-white max-h-[calc(100vh-6rem)] overflow-y-auto" data-astro-cid-d4yttbaw> <figure class="content-image-component overflow-scroll max-h-[calc(100vh-12rem)]"> <img loading="lazy" class="w-full h-auto" srcset="https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292098-best-practices-to-prevent-alert-fatigue-alert-fatigue-2-final.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Scheduling downtimes in the Datadog application" width="1026"> </figure> <div class="desktop-sm:p-6 absolute top-0 right-0 z-10 p-3" data-astro-cid-d4yttbaw> <button title="Close dialog" aria-label="Close dialog" data-dd-action-name="dialog: icon: close dialog" class="flex items-center gap-1 tablet:gap-1.5 desktop-sm:gap-2 h-fit group
|
||
|
||
"><span class="sr-only">Close dialog</span><svg aria-hidden="true" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg" class="h-6 w-6 fill-grey-400 hover:fill-purple-300 order-2 transition-default">
|
||
<path d="M7.6029 5.72327L5.71729 7.60889L24.3849 26.2765L26.2705 24.3909L7.6029 5.72327Z"></path>
|
||
<path d="M24.3849 5.7235L5.71729 24.3911L7.6029 26.2767L26.2705 7.60911L24.3849 5.7235Z"></path>
|
||
</svg></button> </div> </span> </dialog> </dialog-wrapper> </div> </div>
|
||
<p><a href="https://docs.datadoghq.com/monitors/downtimes/">Downtimes</a> work well for repetitive, predictable alerts because they are flexible—they don’t have to be all or nothing. You can schedule downtimes as one-time or recurring events and choose whether to silence all alerts or specific alerts.</p>
|
||
<h2 id="reduce-alert-fatigue-with-datadog"><a href="#reduce-alert-fatigue-with-datadog">Reduce alert fatigue with Datadog</a></h2>
|
||
<p>Datadog’s out-of-the-box <a href="https://app.datadoghq.com/dash/integration/30532/monitor-notifications-overview">Monitor Notifications Overview dashboard</a> displays your <strong>noisiest</strong> alerts and provides a breakdown of alert trends, enabling you to compare your current trends with historical data. The Monitor Notifications Overview dashboard also shows a live summary of your current alerts. If preferred, you can create custom dashboards to focus on what is most helpful to you, like a specialized dashboard that showcases all alerts that notify via PagerDuty. Our <a href="https://docs.datadoghq.com/integrations/">integrations</a> with services like Jira, ServiceNow, and Slack, as well as tools like <a href="https://docs.datadoghq.com/service_management/case_management/">Datadog Case Management</a>, will help you communicate efficiently as you track, triage, and troubleshoot issues.</p>
|
||
<div class="content-image-wrapper tablet:col-span-12 desktop-sm:col-span-8"> <div class="content-image-component"> <!-- Render an image with optional popup functionality and caption --> <figure class> <picture><source media="(max-width: 767px)" srcset="https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=4 4x"><source media="(min-width: 768px) and (max-width: 1024px)" srcset="https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=4 4x"><source media="(min-width: 1025px)" srcset="https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=4 4x"><img loading="lazy" class="h-auto max-w-full tablet:cursor-zoom-in" id="open-popup--1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3" src="https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="View of Datadog’s preconfigured Monitor Notifications Overview dashboard" title="View of Datadog’s preconfigured Monitor Notifications Overview dashboard" width="3840" height="1752"></picture> </figure> <!-- TODO: Update src with widths related to dialog size constraints + make img src dynamic (to avoid load unless requested via click) --> <dialog-wrapper data-id="dialog-popup--1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3" data-trigger-id="open-popup--1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3" class="container h-full content-center bg-transparent backdrop:bg-black/70 backdrop:backdrop-blur-[2px]" data-astro-cid-d4yttbaw> <span class="relative mx-auto [&>*:first-child]:bg-white block tablet:p-9 desktop-sm:p-12 rounded-3xl bg-white max-h-[calc(100vh-6rem)] overflow-y-auto" data-astro-cid-d4yttbaw> <figure class="content-image-component overflow-scroll max-h-[calc(100vh-12rem)]"> <img loading="lazy" class="w-full h-auto" srcset="https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292102-best-practices-to-prevent-alert-fatigue-alert-fatigue-final-update-3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="View of Datadog’s preconfigured Monitor Notifications Overview dashboard" width="1026"> </figure> <div class="desktop-sm:p-6 absolute top-0 right-0 z-10 p-3" data-astro-cid-d4yttbaw> <button title="Close dialog" aria-label="Close dialog" data-dd-action-name="dialog: icon: close dialog" class="flex items-center gap-1 tablet:gap-1.5 desktop-sm:gap-2 h-fit group
|
||
|
||
"><span class="sr-only">Close dialog</span><svg aria-hidden="true" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg" class="h-6 w-6 fill-grey-400 hover:fill-purple-300 order-2 transition-default">
|
||
<path d="M7.6029 5.72327L5.71729 7.60889L24.3849 26.2765L26.2705 24.3909L7.6029 5.72327Z"></path>
|
||
<path d="M24.3849 5.7235L5.71729 24.3911L7.6029 26.2767L26.2705 7.60911L24.3849 5.7235Z"></path>
|
||
</svg></button> </div> </span> </dialog> </dialog-wrapper> </div> </div>
|
||
<p>Datadog provides extensive options for <a href="https://docs.datadoghq.com/monitors/configuration/?tab=thresholdalert#set-alert-conditions">alert conditions</a> so you can precisely craft combination alerts—which we call <a href="https://docs.datadoghq.com/monitors/types/composite/">composite monitors</a>—that can be tailored to your specific use cases and data sources, reducing the probability of alert fatigue. For example, you can set an alert that only triggers when the error rate for your web application is above 3 percent <em>and</em> there have been more than 100 hits on the backend in the past 30 minutes. A composite monitor will not alert your team if the error rate slightly rises above 3 percent due to a sudden surge in user activity, as long as the backend load stays below 100. Our <a href="https://docs.datadoghq.com/monitors/types/anomaly/">anomaly monitors</a> also offer features like automatic thresholding and adaptive alerting.</p>
|
||
<p>With Datadog, it’s easy to update your <strong>evaluation windows</strong> and <strong>frequencies</strong>. For example, if your evaluation window is less than 24 hours, the evaluation frequency of your alert will <strong>remain at once per minute</strong>. This allows you to extend your evaluation window freely without the risk of receiving delayed alerts. Use this information to determine how frequently your data needs to be evaluated. With Datadog, if the evaluation window is set to over 24 hours, the data will be checked every 10 minutes—or every 30 minutes if the window is set over 48 hours.</p>
|
||
<p>You can use <a href="https://docs.datadoghq.com/monitors/notify/variables/?tab=is_alert#template-variables">template variables</a> to make your notifications more informative and add custom messages to your <strong>conditional variables</strong> to make it easier for your team to pinpoint the root cause of issues. Assigning <a href="https://docs.datadoghq.com/getting_started/tagging/using_tags/?tab=assignment">tags</a> to your alerts can simplify <strong>notification grouping</strong> and are especially useful when you’re dealing with multiple teams or large organizations because you can filter, aggregate, and compare your telemetry in Datadog. If you set up our <strong>recovery thresholds</strong> for flappy alerts from both <code>WARN</code> and <code>ALERT</code> states, you’ll increase confidence that the alerting metric has successfully recovered and that the issue is resolved without the need for human intervention.</p>
|
||
<p>Datadog can also proactively mute alerts on your behalf. Specifically, if you shut down any of your resources, Datadog <a href="https://docs.datadoghq.com/monitors/downtimes/#auto-muting">automatically mutes</a> any alerts related to them so that you won’t receive any unnecessary notifications. For example, Datadog will auto-mute alerts related to your Azure VMs, Amazon EC2 instances, or Google Compute Engine (GCE) instances when their respective autoscaling services terminate the resources. Furthermore, Datadog enables you to choose what alerts you want to mute at any time, create a one-time or recurring <strong>downtime</strong> schedule, and notify your team of upcoming <a href="https://docs.datadoghq.com/monitors/guide/suppress-alert-with-downtimes/?tab=api">downtimes</a> and status changes.</p>
|
||
<h2 id="solve-your-alert-fatigue"><a href="#solve-your-alert-fatigue">Solve your alert fatigue</a></h2>
|
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<p>In this post, we’ve defined alert fatigue, explained why it’s a problem, and confirmed that the cause is often a monitoring strategy that requires a more defined continuous improvement methodology. Reviewing your alerts regularly can reduce alert fatigue and prevent it from recurring in the future. We’ve also walked through how to find your noisiest alerts, the steps you can take to address them, and how you can use Datadog to prevent alert fatigue.</p>
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<p>If you’re new to Datadog and want us to be a part of your monitoring strategy, you can get started now with a <a href="#" class="signup-trigger">free trial</a>.</p> </div></div><div class="desktop-sm:col-span-full desktop-sm:mb-12 mb-9"></div><div class="print:hidden"><ul class="inline-flex gap-2"> <li> <a href="https://twitter.com/intent/tweet?url=https://www.datadoghq.com/blog/best-practices-to-prevent-alert-fatigue/" aria-label="Share on X" target="_blank" rel="noopener noreferrer" class="group" data-dd-action-name="share: link: x"> <svg aria-hidden="true" focusable="false" width="36" height="36" viewBox="0 0 36 36" xmlns="http://www.w3.org/2000/svg" class="[&>g>rect]:fill-grey-500 [&_path]:!fill-white w-7 h-7 tablet:w-8 tablet:h-8 desktop-sm:w-9 desktop-sm:h-9 group-hover:[&>g>rect]:fill-black">
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</svg> </a> </li> </ul></div></section><!-- Sidebar — second in DOM; CSS Grid places it visually left on desktop --><div class="desktop-sm:col-span-3 desktop-sm:col-start-1 desktop-sm:row-start-1 hidden desktop-sm:flex flex-col justify-between desktop-sm:pr-10 print:hidden"><aside class="aside-toc desktop-sm:block desktop-sm:sticky desktop-sm:top-[115px] hidden font-national-book border-t border-t-purple-600"> <nav class="toc desktop-sm:pt-4"> <p class="desktop-sm:mb-4 font-bold font-national text-16 leading-20">Alert fatigue: What it is and how to prevent it</p> <ul class="flex flex-col gap-1">
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<li class="leading-20 group">
|
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<a href="#identify-noisy-alerts" data-dd-action-name="toc: heading: Identify noisy alerts" class="inline-block font-national font-normal border-l-2 hover:text-purple-700 border-grey-300 desktop-sm:pl-3 hover:border-purple-300 [.active>&]:border-purple-600 active:border-purple-600 [.active>&]:text-purple-600 group-has-[.active]:text-purple-600 group-has-[.active]:border-purple-600 active:text-purple-800 [.active>&]:font-bold group-has-[.active]:font-bold group-has-[.active]:hover:border-purple-700 group-has-[.active]:hover:text-purple-700 [.active]:hover:border-purple-700 [.active>&]:hover:text-purple-700 [.active]:active:border-purple-800 [.active>&]:active:text-purple-800">
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Identify noisy alerts
|
||
</a>
|
||
<ul class="flex-col gap-1 font-normal pl-9 my-1 hidden [.active_&]:flex has-[.active]:flex has-[.active]:font-bold"><li class="leading-4 hover:text-purple-300"><a href="#predictable-alerts" data-dd-action-name="toc: heading: Predictable alerts" class="inline-block font-national font-normal border-l-2 [.active]:font-bold hover:text-purple-700 border-grey-300 desktop-sm:pl-3 hover:border-purple-300 [.active>&]:border-purple-600 active:border-purple-600 [.active>&]:text-purple-600 active:text-purple-800 [.active>&]:font-bold [.active]:hover:border-purple-700 [.active>&]:hover:text-purple-700 [.active]:active:border-purple-800 [.active>&]:active:text-purple-8000">Predictable alerts</a></li><li class="leading-4 hover:text-purple-300"><a href="#flappy-alerts" data-dd-action-name="toc: heading: Flappy alerts" class="inline-block font-national font-normal border-l-2 [.active]:font-bold hover:text-purple-700 border-grey-300 desktop-sm:pl-3 hover:border-purple-300 [.active>&]:border-purple-600 active:border-purple-600 [.active>&]:text-purple-600 active:text-purple-800 [.active>&]:font-bold [.active]:hover:border-purple-700 [.active>&]:hover:text-purple-700 [.active]:active:border-purple-800 [.active>&]:active:text-purple-8000">Flappy alerts</a></li></ul>
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</li>
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<li class="leading-20 group">
|
||
<a href="#take-preventative-action-to-minimize-future-opportunity-for-alert-fatigue" data-dd-action-name="toc: heading: Take preventative action to minimize future opportunity for alert fatigue" class="inline-block font-national font-normal border-l-2 hover:text-purple-700 border-grey-300 desktop-sm:pl-3 hover:border-purple-300 [.active>&]:border-purple-600 active:border-purple-600 [.active>&]:text-purple-600 group-has-[.active]:text-purple-600 group-has-[.active]:border-purple-600 active:text-purple-800 [.active>&]:font-bold group-has-[.active]:font-bold group-has-[.active]:hover:border-purple-700 group-has-[.active]:hover:text-purple-700 [.active]:hover:border-purple-700 [.active>&]:hover:text-purple-700 [.active]:active:border-purple-800 [.active>&]:active:text-purple-800">
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Take preventative action to minimize future opportunity for alert fatigue
|
||
</a>
|
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<ul class="flex-col gap-1 font-normal pl-9 my-1 hidden [.active_&]:flex has-[.active]:flex has-[.active]:font-bold"><li class="leading-4 hover:text-purple-300"><a href="#increase-your-evaluation-window" data-dd-action-name="toc: heading: Increase your evaluation window" class="inline-block font-national font-normal border-l-2 [.active]:font-bold hover:text-purple-700 border-grey-300 desktop-sm:pl-3 hover:border-purple-300 [.active>&]:border-purple-600 active:border-purple-600 [.active>&]:text-purple-600 active:text-purple-800 [.active>&]:font-bold [.active]:hover:border-purple-700 [.active>&]:hover:text-purple-700 [.active]:active:border-purple-800 [.active>&]:active:text-purple-8000">Increase your evaluation window</a></li><li class="leading-4 hover:text-purple-300"><a href="#add-recovery-thresholds-to-your-flappy-alerts" data-dd-action-name="toc: heading: Add recovery thresholds to your flappy alerts" class="inline-block font-national font-normal border-l-2 [.active]:font-bold hover:text-purple-700 border-grey-300 desktop-sm:pl-3 hover:border-purple-300 [.active>&]:border-purple-600 active:border-purple-600 [.active>&]:text-purple-600 active:text-purple-800 [.active>&]:font-bold [.active]:hover:border-purple-700 [.active>&]:hover:text-purple-700 [.active]:active:border-purple-800 [.active>&]:active:text-purple-8000">Add recovery thresholds to your flappy alerts</a></li><li class="leading-4 hover:text-purple-300"><a href="#consolidate-alerts-with-notification-grouping" data-dd-action-name="toc: heading: Consolidate alerts with notification grouping" class="inline-block font-national font-normal border-l-2 [.active]:font-bold hover:text-purple-700 border-grey-300 desktop-sm:pl-3 hover:border-purple-300 [.active>&]:border-purple-600 active:border-purple-600 [.active>&]:text-purple-600 active:text-purple-800 [.active>&]:font-bold [.active]:hover:border-purple-700 [.active>&]:hover:text-purple-700 [.active]:active:border-purple-800 [.active>&]:active:text-purple-8000">Consolidate alerts with notification grouping</a></li><li class="leading-4 hover:text-purple-300"><a href="#leverage-conditional-variables" data-dd-action-name="toc: heading: Leverage conditional variables" class="inline-block font-national font-normal border-l-2 [.active]:font-bold hover:text-purple-700 border-grey-300 desktop-sm:pl-3 hover:border-purple-300 [.active>&]:border-purple-600 active:border-purple-600 [.active>&]:text-purple-600 active:text-purple-800 [.active>&]:font-bold [.active]:hover:border-purple-700 [.active>&]:hover:text-purple-700 [.active]:active:border-purple-800 [.active>&]:active:text-purple-8000">Leverage conditional variables</a></li><li class="leading-4 hover:text-purple-300"><a href="#schedule-downtimes" data-dd-action-name="toc: heading: Schedule downtimes" class="inline-block font-national font-normal border-l-2 [.active]:font-bold hover:text-purple-700 border-grey-300 desktop-sm:pl-3 hover:border-purple-300 [.active>&]:border-purple-600 active:border-purple-600 [.active>&]:text-purple-600 active:text-purple-800 [.active>&]:font-bold [.active]:hover:border-purple-700 [.active>&]:hover:text-purple-700 [.active]:active:border-purple-800 [.active>&]:active:text-purple-8000">Schedule downtimes</a></li></ul>
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</li>
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<li class="leading-20 group">
|
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<a href="#reduce-alert-fatigue-with-datadog" data-dd-action-name="toc: heading: Reduce alert fatigue with Datadog" class="inline-block font-national font-normal border-l-2 hover:text-purple-700 border-grey-300 desktop-sm:pl-3 hover:border-purple-300 [.active>&]:border-purple-600 active:border-purple-600 [.active>&]:text-purple-600 group-has-[.active]:text-purple-600 group-has-[.active]:border-purple-600 active:text-purple-800 [.active>&]:font-bold group-has-[.active]:font-bold group-has-[.active]:hover:border-purple-700 group-has-[.active]:hover:text-purple-700 [.active]:hover:border-purple-700 [.active>&]:hover:text-purple-700 [.active]:active:border-purple-800 [.active>&]:active:text-purple-800">
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||
Reduce alert fatigue with Datadog
|
||
</a>
|
||
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||
</li>
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<li class="leading-20 group">
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<a href="#solve-your-alert-fatigue" data-dd-action-name="toc: heading: Solve your alert fatigue" class="inline-block font-national font-normal border-l-2 hover:text-purple-700 border-grey-300 desktop-sm:pl-3 hover:border-purple-300 [.active>&]:border-purple-600 active:border-purple-600 [.active>&]:text-purple-600 group-has-[.active]:text-purple-600 group-has-[.active]:border-purple-600 active:text-purple-800 [.active>&]:font-bold group-has-[.active]:font-bold group-has-[.active]:hover:border-purple-700 group-has-[.active]:hover:text-purple-700 [.active]:hover:border-purple-700 [.active>&]:hover:text-purple-700 [.active]:active:border-purple-800 [.active>&]:active:text-purple-800">
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Solve your alert fatigue
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</a>
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</li>
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</svg></button> </div> </div> </div> </aside> <script type="module">const o=new IntersectionObserver(e=>{e.forEach(t=>{const n=t.target.getAttribute("id"),r=document.querySelector(`nav.toc li a[href="#${n}"]`);r&&t.isIntersecting&&(document.querySelectorAll("nav.toc li").forEach(c=>{c.classList.remove("active")}),r.parentElement.classList.add("active"))})},{root:null,rootMargin:"0px 0px -33% 0px",threshold:[1]});document.querySelectorAll(".article-content h1, .article-content h2, .article-content h3").forEach(e=>{o.observe(e)});</script><div class="further-reading-card border-2 border-purple-300 rounded-lg desktop-sm:mt-auto desktop-sm:p-9 desktop-sm:-mr-10 desktop-sm:-ml-8"> <p class="h5 uppercase"> Further reading </p> <div class="desktop-sm:mb-2"></div> <p class="h4 text-purple-600">Datadog Platform Datasheet</p> <div class="desktop-sm:mb-4"></div> <picture class> <source srcset="https://web-assets.dd-static.net/42588/1777497550-thumbnail-datadog-platform-datasheet_updated.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=1 1x, https://web-assets.dd-static.net/42588/1777497550-thumbnail-datadog-platform-datasheet_updated.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1777497550-thumbnail-datadog-platform-datasheet_updated.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=2 2x, https://web-assets.dd-static.net/42588/1777497550-thumbnail-datadog-platform-datasheet_updated.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1777497550-thumbnail-datadog-platform-datasheet_updated.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=3 3x, https://web-assets.dd-static.net/42588/1777497550-thumbnail-datadog-platform-datasheet_updated.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1777497550-thumbnail-datadog-platform-datasheet_updated.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=4 4x"> <img src="https://web-assets.dd-static.net/42588/1777497550-thumbnail-datadog-platform-datasheet_updated.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=1" alt="Datadog Platform Datasheet" loading="lazy" fetchpriority="low" class="w-full"> </picture> <div class="desktop-sm:mb-4"></div> <p class="p-small">Learn about the key components, capabilities, and features of the Datadog platform.</p> <div class="desktop-sm:mb-6"></div> <a title="Download to learn more" aria-label="Download to learn more" href="https://www.datadoghq.com/resources/datadog-datasheet/?utm_source=inbound&utm_medium=corpsite-display&utm_campaign=dg-coreplatform-ww-blog-toc-datasheet-datadog" class="flex items-center gap-1 tablet:gap-1.5 desktop-sm:gap-2 h-fit group
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</svg></button><ul id="footer-category-observability" x-show.important="isCategoryVisible(category)" class="footer-subcategory-list flex flex-col list-none mt-0 mb-5 p-0 gap-y-3 tablet:mb-0"><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Infrastructure</span><ul class="footer-menu-list flex flex-col list-none m-0 p-0 gap-y-1.5 mt-1.5 tablet:mt-2"><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/infrastructure-monitoring/">Infrastructure Monitoring</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] 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Monitoring</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/code-profiling/">Continuous Profiler</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/dynamic-instrumentation/">Dynamic Instrumentation</a></li></ul></li><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Data</span><ul class="footer-menu-list flex flex-col 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<title>security-platform</title>
|
||
<path d="M16 0.793l-12 6.938v9.604c0.007 4.42 2.392 8.281 5.944 10.372l0.056 0.031 6 3.468 6-3.469c3.608-2.122 5.993-5.983 6-10.402v-9.605zM6.667 10.811l8 4.625v4.42l-8-4.625zM7.997 8.5l6.669-3.856v7.711zM6.723 18.343l7.944 4.593v4.42l-3.333-1.926c-2.521-1.484-4.269-4.050-4.607-7.044l-0.004-0.043zM25.333 17.335c-0.005 3.439-1.86 6.443-4.623 8.070l-0.044 0.024-3.333 1.927v-22.712l8 4.625z"></path>
|
||
</svg>
|
||
Security</span><svg class="block tablet:hidden w-[18px] h-[18px] fill-current transition-transform group-[.open]/category:rotate-180" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
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||
<path d="M96,144.313,32.343,80.657,43.657,69.343,96,121.687l52.343-52.344,11.314,11.314Z"></path>
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||
</svg></button><ul id="footer-category-security" x-show.important="isCategoryVisible(category)" class="footer-subcategory-list flex flex-col list-none mt-0 mb-5 p-0 gap-y-3 tablet:mb-0"><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Code Security</span><ul class="footer-menu-list flex flex-col list-none m-0 p-0 gap-y-1.5 mt-1.5 tablet:mt-2"><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/code-security/">Code Security</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/software-composition-analysis/">Software Composition Analysis</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/sast/">Static Code Analysis</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/iast/">Runtime Code Analysis</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/iac-security">IaC Security</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/secret-scanning/">Secret Scanning</a></li></ul></li><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Cloud Security</span><ul class="footer-menu-list flex flex-col list-none m-0 p-0 gap-y-1.5 mt-1.5 tablet:mt-2"><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/cloud-security/">Cloud Security</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/sensitive-data-scanner/">Sensitive Data Scanner</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/cloud-security/#posture-management">Cloud Security Posture Management</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/cloud-security/#entitlement-management">Cloud Infrastructure Entitlement Management</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/cloud-security/#vulnerability-management">Vulnerability Management</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/cloud-security/#compliance">Compliance</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/workload-protection/">Cloud Workload Protection</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/app-and-api-protection/">App & API Protection</a></li></ul></li><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">SIEM</span><ul class="footer-menu-list flex flex-col list-none m-0 p-0 gap-y-1.5 mt-1.5 tablet:mt-2"><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/cloud-siem/">Cloud SIEM</a></li></ul></li></ul></div></li><li class="footer-column-break hidden w-0 min-w-0 shrink-0 m-0 p-0 [@media(min-width:768px)_and_(max-width:1199.98px)]:basis-[900px] [@media(min-width:768px)_and_(max-width:1199.98px)]:[order:var(--footer-tablet-order,0)] [@media(min-width:1200px)]:basis-[750px] footer-column-break--desktop [@media(min-width:1200px)]:block" aria-hidden="true" style="--footer-tablet-order:3"></li><li class="footer-category-wrapper w-full tablet:px-3 tablet:w-1/3 [@media(min-width:768px)_and_(max-width:1199.98px)]:[order:var(--footer-tablet-order,0)] [@media(min-width:1200px)]:w-1/4" style="--footer-tablet-order:2" x-data="{ category: 'digital-experience' }"><div class="footer-category-block border-b border-solid border-[#323232] tablet:border-b-0"><button type="button" @click="toggleCategory(category)" :class="isCategoryOpen(category) ? 'open pb-1.5' : ''" :aria-expanded="isCategoryVisible(category)" aria-controls="footer-category-digital-experience" :disabled="!mobile" class="group/category footer-product-category flex w-full items-center justify-between border-0 bg-transparent px-0 py-4 text-left font-bold font-national text-[#969696] text-[18px] leading-[22px] cursor-pointer tablet:block tablet:w-fit tablet:py-0 tablet:mb-2 tablet:cursor-default tablet:text-[16px] tablet:leading-[20px] [@media(min-width:1200px)]:mb-3">
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||
<span class="flex items-center justify-start text-left uppercase gap-x-1 [@media(min-width:1200px)]:gap-x-2"><svg class="footer-category-icon w-[18px] h-[18px] fill-[#B37BFF]" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>rum</title>
|
||
<path d="M8.728 32h-8.728v-14.544h8.728v14.544zM2.912 29.088h2.912v-8.728h-2.912v8.728zM18.908 29.088h-7.269v-2.912h4.364v-14.544h-10.187v2.912h-2.905v-5.816h16.003v20.361zM32 20.361h-10.18v-2.912h7.276v-14.544h-20.367v2.912h-2.912v-5.816h26.184v20.361z"></path>
|
||
</svg>
|
||
Digital Experience</span><svg class="block tablet:hidden w-[18px] h-[18px] fill-current transition-transform group-[.open]/category:rotate-180" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
|
||
<path d="M96,144.313,32.343,80.657,43.657,69.343,96,121.687l52.343-52.344,11.314,11.314Z"></path>
|
||
</svg></button><ul id="footer-category-digital-experience" x-show.important="isCategoryVisible(category)" class="footer-subcategory-list flex flex-col list-none mt-0 mb-5 p-0 gap-y-3 tablet:mb-0"><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Digital Experience</span><ul class="footer-menu-list flex flex-col list-none m-0 p-0 gap-y-1.5 mt-1.5 tablet:mt-2"><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/product-analytics/">Product Analytics</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/experiments/">Experiments</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/real-user-monitoring/">Browser Real User Monitoring</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/real-user-monitoring/mobile-rum/">Mobile Real User Monitoring</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/real-user-monitoring/session-replay/">Session Replay</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/synthetic-monitoring/">Synthetic Monitoring</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/mobile-app-testing/">Mobile App Testing</a></li></ul></li></ul></div></li><li class="footer-column-break hidden w-0 min-w-0 shrink-0 m-0 p-0 [@media(min-width:768px)_and_(max-width:1199.98px)]:basis-[900px] [@media(min-width:768px)_and_(max-width:1199.98px)]:[order:var(--footer-tablet-order,0)] [@media(min-width:1200px)]:basis-[750px] footer-column-break--tablet [@media(min-width:768px)_and_(max-width:1199.98px)]:block" aria-hidden="true" style="--footer-tablet-order:2"></li><li class="footer-category-wrapper w-full tablet:px-3 tablet:w-1/3 [@media(min-width:768px)_and_(max-width:1199.98px)]:[order:var(--footer-tablet-order,0)] [@media(min-width:1200px)]:w-1/4" style="--footer-tablet-order:4" x-data="{ category: 'software-delivery' }"><div class="footer-category-block border-b border-solid border-[#323232] tablet:border-b-0"><button type="button" @click="toggleCategory(category)" :class="isCategoryOpen(category) ? 'open pb-1.5' : ''" :aria-expanded="isCategoryVisible(category)" aria-controls="footer-category-software-delivery" :disabled="!mobile" class="group/category footer-product-category flex w-full items-center justify-between border-0 bg-transparent px-0 py-4 text-left font-bold font-national text-[#969696] text-[18px] leading-[22px] cursor-pointer tablet:block tablet:w-fit tablet:py-0 tablet:mb-2 tablet:cursor-default tablet:text-[16px] tablet:leading-[20px] [@media(min-width:1200px)]:mb-3">
|
||
<span class="flex items-center justify-start text-left uppercase gap-x-1 [@media(min-width:1200px)]:gap-x-2"><svg class="footer-category-icon w-[18px] h-[18px] fill-[#B37BFF]" version="1.1" xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32">
|
||
<title>ci</title>
|
||
<path d="M30.667 22.625v0.087c-0.006 4.392-3.565 7.95-7.956 7.955h-0.085c-3.937-0.005-7.205-2.864-7.845-6.62l-0.007-0.047h-3.107l4.333-4.333 4.333 4.333h-2.833c0.6 2.315 2.669 3.998 5.131 4h0.087c2.916-0.009 5.278-2.373 5.282-5.29v-0.085c-0.003-2.921-2.369-5.288-5.29-5.292h-13.42c-4.393-0.004-7.954-3.565-7.957-7.958v-0.087c0.006-4.392 3.565-7.95 7.956-7.955h0.085c4.393 0.004 7.954 3.564 7.958 7.956v2.044h-2.667v-2.043c-0.004-2.921-2.371-5.287-5.291-5.29h-0.087c-2.919 0.005-5.285 2.371-5.288 5.29v0.085c0.003 2.921 2.369 5.288 5.29 5.292h13.42c4.393 0.004 7.954 3.565 7.957 7.958v0z"></path>
|
||
</svg>
|
||
Software Delivery</span><svg class="block tablet:hidden w-[18px] h-[18px] fill-current transition-transform group-[.open]/category:rotate-180" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
|
||
<path d="M96,144.313,32.343,80.657,43.657,69.343,96,121.687l52.343-52.344,11.314,11.314Z"></path>
|
||
</svg></button><ul id="footer-category-software-delivery" x-show.important="isCategoryVisible(category)" class="footer-subcategory-list flex flex-col list-none mt-0 mb-5 p-0 gap-y-3 tablet:mb-0"><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Software Delivery</span><ul class="footer-menu-list flex flex-col list-none m-0 p-0 gap-y-1.5 mt-1.5 tablet:mt-2"><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/continuous-testing/">Continuous Testing</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/internal-developer-portal/">Internal Developer Portal (IDP)</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/ci-cd-monitoring/">CI Visibility</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/test-optimization/">Test Optimization</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/feature-flags/">Feature Flags</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/code-coverage/">Code Coverage</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/platform/dora-metrics/">DORA Metrics + AI Impact</a></li></ul></li></ul></div></li><li class="footer-category-wrapper w-full tablet:px-3 tablet:w-1/3 [@media(min-width:768px)_and_(max-width:1199.98px)]:[order:var(--footer-tablet-order,0)] [@media(min-width:1200px)]:w-1/4" style="--footer-tablet-order:5" x-data="{ category: 'service-management' }"><div class="footer-category-block border-b border-solid border-[#323232] tablet:border-b-0"><button type="button" @click="toggleCategory(category)" :class="isCategoryOpen(category) ? 'open pb-1.5' : ''" :aria-expanded="isCategoryVisible(category)" aria-controls="footer-category-service-management" :disabled="!mobile" class="group/category footer-product-category flex w-full items-center justify-between border-0 bg-transparent px-0 py-4 text-left font-bold font-national text-[#969696] text-[18px] leading-[22px] cursor-pointer tablet:block tablet:w-fit tablet:py-0 tablet:mb-2 tablet:cursor-default tablet:text-[16px] tablet:leading-[20px] [@media(min-width:1200px)]:mb-3">
|
||
<span class="flex items-center justify-start text-left uppercase gap-x-1 [@media(min-width:1200px)]:gap-x-2"><svg class="footer-category-icon w-[18px] h-[18px] fill-[#B37BFF]" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
|
||
<path d="M88,188.38V91.38l84-48.5v96.99l-84,48.51Zm16-87.76v60.04l52-30.02v-60.04l-52,30.02Zm-50-28.87v97l16-9.24V80.99l52-30.02,16-9.24V23.25L54,71.75ZM20,52.12v97l16-9.24V61.36l52-30.02,16-9.24V3.62L20,52.12Z"></path>
|
||
</svg>
|
||
Service Management</span><svg class="block tablet:hidden w-[18px] h-[18px] fill-current transition-transform group-[.open]/category:rotate-180" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
|
||
<path d="M96,144.313,32.343,80.657,43.657,69.343,96,121.687l52.343-52.344,11.314,11.314Z"></path>
|
||
</svg></button><ul id="footer-category-service-management" x-show.important="isCategoryVisible(category)" class="footer-subcategory-list flex flex-col list-none mt-0 mb-5 p-0 gap-y-3 tablet:mb-0"><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Incident Response</span><ul class="footer-menu-list flex flex-col list-none m-0 p-0 gap-y-1.5 mt-1.5 tablet:mt-2"><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/incident-response/">Incident Management</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/case-management/">Work Management</a></li></ul></li><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Actions</span><ul class="footer-menu-list flex flex-col list-none m-0 p-0 gap-y-1.5 mt-1.5 tablet:mt-2"><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/workflow-automation/">Workflow Automation</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/app-builder/">Datadog Apps</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/event-management/">Event Management</a></li></ul></li><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Context Graph</span><ul class="footer-menu-list flex flex-col list-none m-0 p-0 gap-y-1.5 mt-1.5 tablet:mt-2"><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/software-catalog/">Software Catalog</a></li></ul></li></ul></div></li><li class="footer-column-break hidden w-0 min-w-0 shrink-0 m-0 p-0 [@media(min-width:768px)_and_(max-width:1199.98px)]:basis-[900px] [@media(min-width:768px)_and_(max-width:1199.98px)]:[order:var(--footer-tablet-order,0)] [@media(min-width:1200px)]:basis-[750px] footer-column-break--tablet [@media(min-width:768px)_and_(max-width:1199.98px)]:block footer-column-break--desktop [@media(min-width:1200px)]:block" aria-hidden="true" style="--footer-tablet-order:5"></li><li class="footer-category-wrapper w-full tablet:px-3 tablet:w-1/3 [@media(min-width:768px)_and_(max-width:1199.98px)]:[order:var(--footer-tablet-order,0)] [@media(min-width:1200px)]:w-1/4" style="--footer-tablet-order:6" x-data="{ category: 'ai' }"><div class="footer-category-block border-b border-solid border-[#323232] tablet:border-b-0"><button type="button" @click="toggleCategory(category)" :class="isCategoryOpen(category) ? 'open pb-1.5' : ''" :aria-expanded="isCategoryVisible(category)" aria-controls="footer-category-ai" :disabled="!mobile" class="group/category footer-product-category flex w-full items-center justify-between border-0 bg-transparent px-0 py-4 text-left font-bold font-national text-[#969696] text-[18px] leading-[22px] cursor-pointer tablet:block tablet:w-fit tablet:py-0 tablet:mb-2 tablet:cursor-default tablet:text-[16px] tablet:leading-[20px] [@media(min-width:1200px)]:mb-3">
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AI</span><svg class="block tablet:hidden w-[18px] h-[18px] fill-current transition-transform group-[.open]/category:rotate-180" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
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<path d="M96,144.313,32.343,80.657,43.657,69.343,96,121.687l52.343-52.344,11.314,11.314Z"></path>
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</svg></button><ul id="footer-category-ai" x-show.important="isCategoryVisible(category)" class="footer-subcategory-list flex flex-col list-none mt-0 mb-5 p-0 gap-y-3 tablet:mb-0"><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">AI for Datadog</span><ul class="footer-menu-list flex flex-col list-none m-0 p-0 gap-y-1.5 mt-1.5 tablet:mt-2"><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/ai/bits-investigation/">Bits Investigation</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/ai/bits-ai-agents/">Bits AI</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/ai/bits-chat/">Bits Chat</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/ai/bits-agent-builder/">Bits Agent Builder</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/ai/bits-code/">Bits Code</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/ai/bits-security-analyst/">Bits Security Analyst</a></li></ul></li><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Datadog for AI</span><ul class="footer-menu-list flex flex-col list-none m-0 p-0 gap-y-1.5 mt-1.5 tablet:mt-2"><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/products/ai/agent-observability/">Agent Observability</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/ai/mcp-server/">MCP Server</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/ai/mcp-server/">Pup CLI</a></li></ul></li></ul></div></li><li class="footer-category-wrapper w-full tablet:px-3 tablet:w-1/3 [@media(min-width:768px)_and_(max-width:1199.98px)]:[order:var(--footer-tablet-order,0)] [@media(min-width:1200px)]:w-1/4" style="--footer-tablet-order:7" x-data="{ category: 'platform' }"><div class="footer-category-block border-b border-solid border-[#323232] tablet:border-b-0"><button type="button" @click="toggleCategory(category)" :class="isCategoryOpen(category) ? 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<title>dashboard</title>
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Platform Capabilities</span><svg class="block tablet:hidden w-[18px] h-[18px] fill-current transition-transform group-[.open]/category:rotate-180" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
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</svg></button><ul id="footer-category-platform" x-show.important="isCategoryVisible(category)" class="footer-subcategory-list flex flex-col list-none mt-0 mb-5 p-0 gap-y-3 tablet:mb-0"><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Built-in Features</span><ul class="footer-menu-list flex flex-col list-none m-0 p-0 gap-y-1.5 mt-1.5 tablet:mt-2"><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/platform/alerts/">Alerts</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] 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text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/fleet-automation/">Fleet Automation</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://docs.datadoghq.com/account_management/rbac/?tab=datadogapplication">Access Control</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 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focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/solutions/opentelemetry/">OpenTelemetry</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/platform/integrations/">Integrations</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/platform/ides/">IDE Plugins</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://www.datadoghq.com/product/ai/agent-directory/">Agent Directory</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" href="https://docs.datadoghq.com/api/">API</a></li><li class="footer-menu-item font-normal text-[#E2E2E2] text-[14px] leading-[18px]"><a class="text-inherit no-underline hover:text-[#969696] active:text-[#969696] focus-visible:text-[#969696] focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[#B37BFF]" 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Resources<svg class="block tablet:hidden w-[18px] h-[18px] fill-current transition-transform group-[.open]/section:rotate-180" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 192 192" width="192" height="192">
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