516 lines
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516 lines
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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">How we built an AI SRE agent that investigates like a team of engineers</h1><div class="desktop:mb-9 tablet:mb-7 mb-5"></div><div class="flex flex-wrap gap-2"><a title="bits ai" aria-label="bits ai" data-value="bits ai" href="/blog/search/?tag=bits%20ai" 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">bits ai</span></a><a title="ai" aria-label="ai" data-value="ai" href="/blog/search/?tag=ai" 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">ai</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="2026-01-12"> Jan 12, 2026 </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">5m</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/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=677&height=344&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-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/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=677&height=344&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=677&height=344&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=677&height=344&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=677&height=344&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=677&height=344&dpr=4 4x"><source media="(min-width: 768px) and (max-width: 1024px)" srcset="https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=934&height=474&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=934&height=474&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=934&height=474&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=934&height=474&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=934&height=474&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=934&height=474&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-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/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=1400&height=711&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-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/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=1400&height=711&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-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/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=1400&height=711&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-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/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-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="1776292177-building-bits-ai-sre-building-bits-ai-sre-hero" src="https://web-assets.dd-static.net/42588/1776292177-building-bits-ai-sre-building-bits-ai-sre-hero.png?format=auto&fit=crop&quality=75&disable=upscale&width=1400&height=711&dpr=1" alt="How we built an AI SRE agent that investigates like a team of engineers" title="How we built an AI SRE agent that investigates like a team of engineers" 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/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.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/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.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/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292168-daniel-shan.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="1776292168-daniel-shan" src="https://web-assets.dd-static.net/42588/1776292168-daniel-shan.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1" alt="Daniel Shan" title="Daniel Shan" 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">Daniel Shan</p><p class="p-small">Staff Engineer</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/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.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/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.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/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.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="1776292172-tristan-ratchford" src="https://web-assets.dd-static.net/42588/1776292172-tristan-ratchford.jpeg?format=auto&fit=bounds&quality=75&disable=upscale&width=48&dpr=1" alt="Tristan Ratchford" title="Tristan Ratchford" 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">Tristan Ratchford</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>We built <a href="https://www.datadoghq.com/blog/bits-ai-sre/">Bits Investigation</a> to help engineers investigate and solve production incidents, one of the most difficult aspects of operating distributed systems today. As environments grow more dynamic and complex, resolving issues becomes more challenging. Failures now span more services, involve noisier signals, and encompass larger volumes of telemetry data, making it hard for on-call engineers to find root causes quickly. Today, Bits Investigation is already helping teams decrease time to resolution by up to 95%.</p>
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<p>Bits Investigation is our new agent that automatically investigates incidents and monitor alerts by autonomously reasoning over complex telemetry data and producing audit-ready root cause analyses in minutes. Behind the scenes, it mimics the way human SREs think: by forming hypotheses, testing them using live telemetry data, and following promising evidence to a root cause.</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/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.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/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.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/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.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--1776292181-building-bits-ai-sre-building-bits-ai-sre-f0" src="https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Flow showing incident, gather context, test hypotheses, root cause analysis." title="Flow showing incident, gather context, test hypotheses, root cause analysis." width="1725" height="452"></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--1776292181-building-bits-ai-sre-building-bits-ai-sre-f0" data-trigger-id="open-popup--1776292181-building-bits-ai-sre-building-bits-ai-sre-f0" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292181-building-bits-ai-sre-building-bits-ai-sre-f0" 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/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292181-building-bits-ai-sre-building-bits-ai-sre-f0.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Flow showing incident, gather context, test hypotheses, root cause analysis." 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
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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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<p>In this post, we’ll show how we evaluate Bits Investigation against real-world data, share performance results, and highlight aspects of this agent’s design.</p>
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<h3 id="benchmarked-on-real-incidents"><a href="#benchmarked-on-real-incidents">Benchmarked on real incidents</a></h3>
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<p>Evaluating against real incidents is fundamental and critical to building an effective AI SRE agent. This is the most reliable way to measure meaningful progress and ensure that an agent can generalize to the complexity of real-world environments. With the largest dataset of production telemetry data in the industry, Datadog is uniquely positioned to do this well.</p>
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<p>We worked across hundreds of teams at Datadog to collect and label real incidents and used them to create a benchmark dataset of test scenarios. We evaluate Bits Investigation’s performance by scoring its output against each scenario’s ground truth label.</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/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.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/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.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/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.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--1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4" src="https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Diagram showing the evaluation workflow: incidents and monitor alerts are labeled by human responders, archived telemetry is fed to the Bits AI SRE agent, and an LLM judge scores the agent’s conclusions across multiple criteria. The scores are aligned with human judgments to generate a final pass/fail decision." title="Diagram showing the evaluation workflow: incidents and monitor alerts are labeled by human responders, archived telemetry is fed to the Bits AI SRE agent, and an LLM judge scores the agent’s conclusions across multiple criteria. The scores are aligned with human judgments to generate a final pass/fail decision." width="1725" height="1803"></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--1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4" data-trigger-id="open-popup--1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4" 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/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292186-building-bits-ai-sre-building-bits-ai-sre-f1-v4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Diagram showing the evaluation workflow: incidents and monitor alerts are labeled by human responders, archived telemetry is fed to the Bits AI SRE agent, and an LLM judge scores the agent’s conclusions across multiple criteria. The scores are aligned with human judgments to generate a final pass/fail decision." 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
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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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<p>We use this benchmark to regularly measure our agent’s performance and improve the agent over time. Our agent’s capabilities have significantly improved over the past year, and we expect them to get even better as we continue to build.</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/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.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/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.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/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.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--1776292190-building-bits-ai-sre-building-bits-ai-sre-f2" src="https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Bar chart showing improvements on our benchmark, with the current version being the most performant." title="Bar chart showing improvements on our benchmark, with the current version being the most performant." width="1725" height="1183"></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--1776292190-building-bits-ai-sre-building-bits-ai-sre-f2" data-trigger-id="open-popup--1776292190-building-bits-ai-sre-building-bits-ai-sre-f2" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292190-building-bits-ai-sre-building-bits-ai-sre-f2" 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/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292190-building-bits-ai-sre-building-bits-ai-sre-f2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Bar chart showing improvements on our benchmark, with the current version being the most performant." 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
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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="investigates-like-humans-not-a-summary-engine"><a href="#investigates-like-humans-not-a-summary-engine">Investigates like humans, not a summary engine</a></h3>
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<p>Bits Investigation investigates like a team of SREs performing an on-call investigation. Rather than simply summarizing raw telemetry data all at once, Bits Investigation investigates like a human.</p>
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<p>Bits Investigation will:</p>
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<ul><li><p>Formulate hypotheses about the root cause</p></li><li><p>Validate or reject hypotheses using data from targeted queries</p></li><li><p>Repeat this process until it reaches a root cause</p></li></ul>
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<p>This significantly reduces noise that can distract or derail the agent from getting to the correct root cause, and allows the agent to perform deep, insightful investigations by following the evidence where it leads.</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/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.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/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.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/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.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--1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3" src="https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Diagram of the branching hypothesis strategy, where each validated hypothesis triggers deeper sub-hypotheses, and branches are explored or pruned based on supporting evidence." title="Diagram of the branching hypothesis strategy, where each validated hypothesis triggers deeper sub-hypotheses, and branches are explored or pruned based on supporting evidence." width="1725" height="1646"></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--1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3" data-trigger-id="open-popup--1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3" 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/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292194-building-bits-ai-sre-building-bits-ai-sre-f3-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Diagram of the branching hypothesis strategy, where each validated hypothesis triggers deeper sub-hypotheses, and branches are explored or pruned based on supporting evidence." 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
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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="focuses-on-causal-relationships-instead-of-noise"><a href="#focuses-on-causal-relationships-instead-of-noise">Focuses on causal relationships instead of noise</a></h3>
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<p>Early SRE agents scaled by performing more tool calls across the platform and prompting an LLM to summarize the responses. This approach, however, proved to have a notable shortcoming: Increasing the number of tool calls caused the input token count for the summarization prompt to scale linearly. This meant incorporating additional telemetry data slowly degraded model performance or exceeded the context window limit.</p>
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<p>In the following incident, Kafka lag was caused by a spike in commit latency. An early version of Bits Investigation issued 12 tool calls across logs, traces, and metrics. One of the tool calls correctly pinpointed the root cause. But because other tool responses included suspicious signals like critical application errors in an upstream service, the summarization prompt returned an incorrect root cause.</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/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.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/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.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/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.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--1776292198-building-bits-ai-sre-building-bits-ai-sre-f4" src="https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Line graph showing a sharp spike in Kafka offset commit latency for the flights-booked-e0e5 cluster during the investigation period." title="Line graph showing a sharp spike in Kafka offset commit latency for the flights-booked-e0e5 cluster during the investigation period." width="1999" height="1109"></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--1776292198-building-bits-ai-sre-building-bits-ai-sre-f4" data-trigger-id="open-popup--1776292198-building-bits-ai-sre-building-bits-ai-sre-f4" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292198-building-bits-ai-sre-building-bits-ai-sre-f4" 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/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292198-building-bits-ai-sre-building-bits-ai-sre-f4.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Line graph showing a sharp spike in Kafka offset commit latency for the flights-booked-e0e5 cluster during the investigation period." 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
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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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<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/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.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/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.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/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.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--1776292202-building-bits-ai-sre-building-bits-ai-sre-f5" src="https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Log search results showing critical errors and segmentation faults in the flights-booked-processor service, including repeated failures related to TiktokenCounter." title="Log search results showing critical errors and segmentation faults in the flights-booked-processor service, including repeated failures related to TiktokenCounter." width="1999" height="1238"></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--1776292202-building-bits-ai-sre-building-bits-ai-sre-f5" data-trigger-id="open-popup--1776292202-building-bits-ai-sre-building-bits-ai-sre-f5" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292202-building-bits-ai-sre-building-bits-ai-sre-f5" 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/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292202-building-bits-ai-sre-building-bits-ai-sre-f5.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Log search results showing critical errors and segmentation faults in the flights-booked-processor service, including repeated failures related to TiktokenCounter." 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">
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||
<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>The newest version of Bits Investigation correctly surfaces the commit latency as the root cause because the agent focuses on the causal relationship between the monitor alert and specific telemetry data pertaining to a hypothesis, rather than looking at all of the available telemetry data at once.</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/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.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/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.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/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.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--1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2" src="https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Graph showing several telemetry signals over time, with most lines displaying minor fluctuations while the commit latency line shows a pronounced spike during the incident window." title="Graph showing several telemetry signals over time, with most lines displaying minor fluctuations while the commit latency line shows a pronounced spike during the incident window." width="1800" height="1153"></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--1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2" data-trigger-id="open-popup--1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2" 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/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292206-building-bits-ai-sre-building-bits-ai-sre-f6-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Graph showing several telemetry signals over time, with most lines displaying minor fluctuations while the commit latency line shows a pronounced spike during the incident window." 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>
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||
</svg></button> </div> </span> </dialog> </dialog-wrapper> </div> </div>
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||
<h3 id="performs-deep-investigations-of-multi-component-issues"><a href="#performs-deep-investigations-of-multi-component-issues">Performs deep investigations of multi-component issues</a></h3>
|
||
<p>In complex incidents, root causes can span multiple systems or require multiple steps to find. Finding multi-component root causes requires the model to connect multiple independent signals.</p>
|
||
<p>When investigating, Bits Investigation breaks down complex hypotheses into sub-hypotheses. When a sub-hypothesis is supported by evidence, the agent digs deeper. If not, it looks elsewhere, just like a human SRE following the most promising lead.</p>
|
||
<p>In the following incident, the agent was alerted to pods in CrashLoopBackOff. An early version of Bits Investigation surfaced that the alert fired because a pod ran out of memory.</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/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.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/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.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/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.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--1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3" src="https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Results view showing confirmed investigation findings, including key results that attribute CrashLoopBackOff events to excessive memory usage causing Out Of Memory (OOM) kills, along with supporting log evidence and an investigation summary." title="Results view showing confirmed investigation findings, including key results that attribute CrashLoopBackOff events to excessive memory usage causing Out Of Memory (OOM) kills, along with supporting log evidence and an investigation summary." width="2324" height="718"></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--1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3" data-trigger-id="open-popup--1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3" 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/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292211-building-bits-ai-sre-building-bits-ai-sre-f7-v3.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Results view showing confirmed investigation findings, including key results that attribute CrashLoopBackOff events to excessive memory usage causing Out Of Memory (OOM) kills, along with supporting log evidence and an investigation summary." 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
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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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</svg></button> </div> </span> </dialog> </dialog-wrapper> </div> </div>
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<p>While this answer is superficially correct, the newest version of Bits Investigation digs one level deeper to surface that the OOMs were caused by an influx of abnormally large payloads, which led a single pod to crash, triggering the alert. This version of the agent recursively generates deeper root cause hypotheses until it exhausts the search space, allowing for deeper, more insightful investigations into an alert.</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/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=767&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.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/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1024&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.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/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.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--1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2" src="https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Investigation flow diagram beginning with a monitor alert for pods in CrashLoopBackOff and branching into hypotheses. The agent validates that repeated OOM kills were caused by large Kafka payloads, with deeper validated causes such as inefficient parsing logic and corrupt sourcemaps, and alternative hypotheses like excessive concurrency and memory leaks shown but not selected." title="Investigation flow diagram beginning with a monitor alert for pods in CrashLoopBackOff and branching into hypotheses. The agent validates that repeated OOM kills were caused by large Kafka payloads, with deeper validated causes such as inefficient parsing logic and corrupt sourcemaps, and alternative hypotheses like excessive concurrency and memory leaks shown but not selected." width="1579" height="1406"></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--1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2" data-trigger-id="open-popup--1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2" data-disable-mobile-popup="true" data-astro-cid-d4yttbaw="true"> <dialog id="dialog-popup--1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2" 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/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1 1x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2 2x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3 3x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1026&dpr=4 4x" src="https://web-assets.dd-static.net/42588/1776292216-building-bits-ai-sre-building-bits-ai-sre-f8-v2.png?format=auto&fit=bounds&quality=75&disable=upscale&width=1400&dpr=1" alt="Investigation flow diagram beginning with a monitor alert for pods in CrashLoopBackOff and branching into hypotheses. The agent validates that repeated OOM kills were caused by large Kafka payloads, with deeper validated causes such as inefficient parsing logic and corrupt sourcemaps, and alternative hypotheses like excessive concurrency and memory leaks shown but not selected." 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
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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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<h3 id="whats-next-for-bits-investigation"><a href="#whats-next-for-bits-investigation">What’s next for Bits Investigation</a></h3>
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<p>Over the past year, we’ve seen that solving real-world SRE problems starts with having a robust evaluation framework grounded in data from real production systems. We believe that this is the best way to ensure agents can reliably solve the problems they will encounter every day, and that effectively using production data will be the defining factor in who can build the most capable SRE agent.</p>
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<p>We’re just beginning to see what’s possible with autonomous SRE agents. Bits Investigation has already received overwhelmingly positive feedback from customers who’ve observed reduced time to root cause detection for complex incidents, and it’s only getting better.</p>
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<p>We’re actively expanding Bits Investigation to cover additional real-world situations and data sources. We’re also deepening its capabilities by integrating it with more expert investigator and optimization agents we’re building across the Datadog platform, enabling Bits Investigation to drive end-to-end resolution workflows.</p>
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<p>Get started with <a href="https://app.datadoghq.com/bits-ai/investigations">Bits Investigation</a> today. If you don’t already have a Datadog account, sign up for a <a href="#" class="signup-trigger">14-day 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/building-bits-ai-sre/" 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">How we built an AI SRE agent that investigates like a team of engineers</p> <ul class="flex flex-col gap-1">
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<a href="#benchmarked-on-real-incidents" data-dd-action-name="toc: heading: Benchmarked on real incidents" 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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Benchmarked on real incidents
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<a href="#investigates-like-humans-not-a-summary-engine" data-dd-action-name="toc: heading: Investigates like humans, not a summary engine" 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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Investigates like humans, not a summary engine
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<a href="#focuses-on-causal-relationships-instead-of-noise" data-dd-action-name="toc: heading: Focuses on causal relationships instead of noise" 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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Focuses on causal relationships instead of noise
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</a>
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</li>
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<li class="leading-20 group">
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<a href="#performs-deep-investigations-of-multi-component-issues" data-dd-action-name="toc: heading: Performs deep investigations of multi-component issues" 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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Performs deep investigations of multi-component issues
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</a>
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<a href="#whats-next-for-bits-investigation" data-dd-action-name="toc: heading: What’s next for Bits Investigation" 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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What’s next for Bits Investigation
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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">2026 Gartner® Magic Quadrant™</p> <div class="desktop-sm:mb-4"></div> <picture class> <source srcset="https://web-assets.dd-static.net/42588/1781537643-il-1734_2025_gartner_magic_quadrant_for_observability_platforms_batch-1_hero_static_3800x1930.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=1 1x, https://web-assets.dd-static.net/42588/1781537643-il-1734_2025_gartner_magic_quadrant_for_observability_platforms_batch-1_hero_static_3800x1930.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=1.5 1.5x, https://web-assets.dd-static.net/42588/1781537643-il-1734_2025_gartner_magic_quadrant_for_observability_platforms_batch-1_hero_static_3800x1930.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=2 2x, https://web-assets.dd-static.net/42588/1781537643-il-1734_2025_gartner_magic_quadrant_for_observability_platforms_batch-1_hero_static_3800x1930.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=2.5 2.5x, https://web-assets.dd-static.net/42588/1781537643-il-1734_2025_gartner_magic_quadrant_for_observability_platforms_batch-1_hero_static_3800x1930.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=3 3x, https://web-assets.dd-static.net/42588/1781537643-il-1734_2025_gartner_magic_quadrant_for_observability_platforms_batch-1_hero_static_3800x1930.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=3.5 3.5x, https://web-assets.dd-static.net/42588/1781537643-il-1734_2025_gartner_magic_quadrant_for_observability_platforms_batch-1_hero_static_3800x1930.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=4 4x"> <img src="https://web-assets.dd-static.net/42588/1781537643-il-1734_2025_gartner_magic_quadrant_for_observability_platforms_batch-1_hero_static_3800x1930.png?format=auto&fit=bounds&quality=90&disable=upscale&width=276&dpr=1" alt="2026 Gartner® Magic Quadrant™" loading="lazy" fetchpriority="low" class="w-full"> </picture> <div class="desktop-sm:mb-4"></div> <p class="p-small">Datadog has been named a leader in the 2026 Gartner® Magic Quadrant™ for Observability Platforms</p> <div class="desktop-sm:mb-6"></div> <a title="Read the full report" aria-label="Read the full report" href="https://www.datadoghq.com/resources/gartner-magic-quadrant-observability-platforms-2026/?utm_source=inbound&utm_medium=corpsite-display&utm_campaign=dg-content-analystreport-mq-2026-coreplatform-multi-ww-en-gartner-magic-quadrant-2026-&utm_content=gartner-magic-quadrant-2026&utm_term=blog-display" 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] 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/metrics/">Custom Metrics</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/network-monitoring/">Network 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/container-monitoring/">Container 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/kubernetes-autoscaling/">Kubernetes Autoscaling</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/serverless-monitoring/">Serverless 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/cloud-cost-management/">Cloud Cost 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/storage-management/">Storage 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/gpu-monitoring/">GPU Monitoring</a></li></ul></li><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Applications</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/apm/">Application Performance 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/universal-service-monitoring/">Universal Service 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 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/database-monitoring/">Database 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/products/observability/data-observability/">Data 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/data-streams-monitoring/">Data Streams Monitoring</a></li></ul></li><li class="footer-subcategory"><span class="footer-subcategory-label block font-bold font-national text-[16px] leading-[20px]">Logs</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/log-management/">Log 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/audit-trail/">Audit Trail</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/observability-pipelines/">Observability Pipelines</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/error-tracking/">Error Tracking</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/byoc-logs/">Bring Your Own Cloud Log Management</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:1"></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:3" x-data="{ category: 'security' }"><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-security" :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">
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<title>security-platform</title>
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<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>
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</svg>
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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">
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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>
|
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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">
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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-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">
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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">
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<title>ci</title>
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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>
|
||
</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">
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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-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">
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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</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>
|
||
</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">
|
||
<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" 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</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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