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OpenTelemetry</a></h2></div><span class="text-zinc-400 group-hover:text-zinc-300 text-sm mb-2">by <!-- -->Edmo Vamerlatti Costa</span><p class="text-sm md:text-base text-zinc-400">Elastic is proud to introduce the OTTL Playground (https://ottl.run), a powerful and user-friendly tool designed to allow users to experiment with OpenTelemetry Transformation Language (OTTL) effortlessly. The playground provides a rich interface for users to create, modify, and test statements in real-time, making it easier to understand how different configurations impact the OpenTelemetry data transformation.</p><div class="flex flex-wrap gap-2 mt-2"><a class="flex text-white/75 hover:text-white" href="/observability-labs/blog/tag/opentelemetry"><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>OpenTelemetry</span></a></div></div><div class="w-full 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src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fintroducing-the-ottl-playground-for-opentelemetry%2Fottl-playground.png&amp;w=3840&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div></a></div></div></div></div><div class="col-span-1 flex flex-col gap-4"><div class="flex flex-col space-4"><div class="pb-2 mb-4 border-b border-b-zinc-700"><h2 class="text-xl font-semibold">Featured</h2></div><div class="flex flex-col space-y-4"><a href="/observability-labs/blog/llm-observability-openai"><div class="bg-zinc-900 border border-zinc-800 drop-shadow-lg p-5 md:p-2 sm:p-4 md:px-6 md:py-4 rounded-xl hover:bg-zing-950 transition group"><div class="flex flex-col-reverse md:grid md:grid-cols-3 gap-4 items-center"><div class="flex flex-col space-y-1 md:col-span-2"><span class="font-semibold mb-1 group-hover:text-blue-400 transition">LLM observability: track usage and manage costs with Elastic&#x27;s OpenAI integration</span><span class="text-zinc-400 group-hover:text-zinc-300 text-sm">by <!-- -->Subham Sarkar, Daniela Tzvetkova</span><span class="text-zinc-400 group-hover:text-zinc-300 text-sm">11 March 2025</span></div><div class="relative w-full rounded-lg overflow-hidden aspect-video"><img alt="LLM observability: track usage and manage costs with Elastic&#x27;s OpenAI integration" loading="lazy" decoding="async" data-nimg="fill" class="object-cover w-full absolute h-full w-full" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="100vw" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-openai%2Fllm-observability-openai.png&amp;w=640&amp;q=75 640w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-openai%2Fllm-observability-openai.png&amp;w=750&amp;q=75 750w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-openai%2Fllm-observability-openai.png&amp;w=828&amp;q=75 828w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-openai%2Fllm-observability-openai.png&amp;w=1080&amp;q=75 1080w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-openai%2Fllm-observability-openai.png&amp;w=1200&amp;q=75 1200w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-openai%2Fllm-observability-openai.png&amp;w=1920&amp;q=75 1920w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-openai%2Fllm-observability-openai.png&amp;w=2048&amp;q=75 2048w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-openai%2Fllm-observability-openai.png&amp;w=3840&amp;q=75 3840w" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-openai%2Fllm-observability-openai.png&amp;w=3840&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div></div></div></a><a href="/observability-labs/blog/llm-observability-amazon-bedrock-guardrails"><div class="bg-zinc-900 border border-zinc-800 drop-shadow-lg p-5 md:p-2 sm:p-4 md:px-6 md:py-4 rounded-xl hover:bg-zing-950 transition group"><div class="flex flex-col-reverse md:grid md:grid-cols-3 gap-4 items-center"><div class="flex flex-col space-y-1 md:col-span-2"><span class="font-semibold mb-1 group-hover:text-blue-400 transition">LLM observability with Elastic: Taming the LLM with Guardrails for Amazon Bedrock</span><span class="text-zinc-400 group-hover:text-zinc-300 text-sm">by <!-- -->Agi K Thomas, Daniela Tzvetkova</span><span class="text-zinc-400 group-hover:text-zinc-300 text-sm">2 March 2025</span></div><div class="relative w-full rounded-lg overflow-hidden aspect-video"><img alt="LLM observability with Elastic: Taming the LLM with Guardrails for Amazon Bedrock" loading="lazy" decoding="async" data-nimg="fill" class="object-cover w-full absolute h-full w-full" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="100vw" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-amazon-bedrock-guardrails%2Fllm-observability-aws-bedrock-illustration.png&amp;w=640&amp;q=75 640w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-amazon-bedrock-guardrails%2Fllm-observability-aws-bedrock-illustration.png&amp;w=750&amp;q=75 750w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-amazon-bedrock-guardrails%2Fllm-observability-aws-bedrock-illustration.png&amp;w=828&amp;q=75 828w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-amazon-bedrock-guardrails%2Fllm-observability-aws-bedrock-illustration.png&amp;w=1080&amp;q=75 1080w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-amazon-bedrock-guardrails%2Fllm-observability-aws-bedrock-illustration.png&amp;w=1200&amp;q=75 1200w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-amazon-bedrock-guardrails%2Fllm-observability-aws-bedrock-illustration.png&amp;w=1920&amp;q=75 1920w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-amazon-bedrock-guardrails%2Fllm-observability-aws-bedrock-illustration.png&amp;w=2048&amp;q=75 2048w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-amazon-bedrock-guardrails%2Fllm-observability-aws-bedrock-illustration.png&amp;w=3840&amp;q=75 3840w" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-amazon-bedrock-guardrails%2Fllm-observability-aws-bedrock-illustration.png&amp;w=3840&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div></div></div></a><a href="/observability-labs/blog/emerging-trends-in-observability-2025"><div class="bg-zinc-900 border border-zinc-800 drop-shadow-lg p-5 md:p-2 sm:p-4 md:px-6 md:py-4 rounded-xl hover:bg-zing-950 transition group"><div class="flex flex-col-reverse md:grid md:grid-cols-3 gap-4 items-center"><div class="flex flex-col space-y-1 md:col-span-2"><span class="font-semibold mb-1 group-hover:text-blue-400 transition">2025 observability trends: Maturing beyond the hype</span><span class="text-zinc-400 group-hover:text-zinc-300 text-sm">by <!-- -->David Hope</span><span class="text-zinc-400 group-hover:text-zinc-300 text-sm">27 February 2025</span></div><div class="relative w-full rounded-lg overflow-hidden aspect-video"><img alt="2025 observability trends: Maturing beyond the hype" loading="lazy" decoding="async" data-nimg="fill" class="object-cover w-full absolute h-full w-full" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="100vw" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Femerging-trends-in-observability-2025%2Ftrends.png&amp;w=640&amp;q=75 640w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Femerging-trends-in-observability-2025%2Ftrends.png&amp;w=750&amp;q=75 750w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Femerging-trends-in-observability-2025%2Ftrends.png&amp;w=828&amp;q=75 828w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Femerging-trends-in-observability-2025%2Ftrends.png&amp;w=1080&amp;q=75 1080w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Femerging-trends-in-observability-2025%2Ftrends.png&amp;w=1200&amp;q=75 1200w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Femerging-trends-in-observability-2025%2Ftrends.png&amp;w=1920&amp;q=75 1920w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Femerging-trends-in-observability-2025%2Ftrends.png&amp;w=2048&amp;q=75 2048w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Femerging-trends-in-observability-2025%2Ftrends.png&amp;w=3840&amp;q=75 3840w" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Femerging-trends-in-observability-2025%2Ftrends.png&amp;w=3840&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div></div></div></a><a href="/observability-labs/blog/opentelemetry-cpp-elastic"><div class="bg-zinc-900 border border-zinc-800 drop-shadow-lg p-5 md:p-2 sm:p-4 md:px-6 md:py-4 rounded-xl hover:bg-zing-950 transition group"><div class="flex flex-col-reverse md:grid md:grid-cols-3 gap-4 items-center"><div class="flex flex-col space-y-1 md:col-span-2"><span class="font-semibold mb-1 group-hover:text-blue-400 transition">Monitor your C++ Applications with Elastic APM</span><span class="text-zinc-400 group-hover:text-zinc-300 text-sm">by <!-- -->Haidar Braimaanie</span><span class="text-zinc-400 group-hover:text-zinc-300 text-sm">11 February 2025</span></div><div class="relative w-full rounded-lg overflow-hidden aspect-video"><img alt="Monitor your C++ Applications with Elastic APM" loading="lazy" decoding="async" data-nimg="fill" class="object-cover w-full absolute h-full w-full" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="100vw" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopentelemetry-cpp-elastic%2Fblog-image.png&amp;w=640&amp;q=75 640w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopentelemetry-cpp-elastic%2Fblog-image.png&amp;w=750&amp;q=75 750w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopentelemetry-cpp-elastic%2Fblog-image.png&amp;w=828&amp;q=75 828w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopentelemetry-cpp-elastic%2Fblog-image.png&amp;w=1080&amp;q=75 1080w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopentelemetry-cpp-elastic%2Fblog-image.png&amp;w=1200&amp;q=75 1200w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopentelemetry-cpp-elastic%2Fblog-image.png&amp;w=1920&amp;q=75 1920w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopentelemetry-cpp-elastic%2Fblog-image.png&amp;w=2048&amp;q=75 2048w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopentelemetry-cpp-elastic%2Fblog-image.png&amp;w=3840&amp;q=75 3840w" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopentelemetry-cpp-elastic%2Fblog-image.png&amp;w=3840&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div></div></div></a><a href="/observability-labs/blog/openai-tracing-langtrace-elastic"><div class="bg-zinc-900 border border-zinc-800 drop-shadow-lg p-5 md:p-2 sm:p-4 md:px-6 md:py-4 rounded-xl hover:bg-zing-950 transition group"><div class="flex flex-col-reverse md:grid md:grid-cols-3 gap-4 items-center"><div class="flex flex-col space-y-1 md:col-span-2"><span class="font-semibold mb-1 group-hover:text-blue-400 transition">Tracing a RAG based Chatbot with Elastic Distributions of OpenTelemetry and Langtrace</span><span class="text-zinc-400 group-hover:text-zinc-300 text-sm">by <!-- -->Bahubali Shetti</span><span class="text-zinc-400 group-hover:text-zinc-300 text-sm">6 February 2025</span></div><div class="relative w-full rounded-lg overflow-hidden aspect-video"><img alt="Tracing a RAG based Chatbot with Elastic Distributions of OpenTelemetry and Langtrace" loading="lazy" decoding="async" data-nimg="fill" class="object-cover w-full absolute h-full w-full" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="100vw" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopenai-tracing-langtrace-elastic%2Fedot-openai-tracing.png&amp;w=640&amp;q=75 640w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopenai-tracing-langtrace-elastic%2Fedot-openai-tracing.png&amp;w=750&amp;q=75 750w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopenai-tracing-langtrace-elastic%2Fedot-openai-tracing.png&amp;w=828&amp;q=75 828w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopenai-tracing-langtrace-elastic%2Fedot-openai-tracing.png&amp;w=1080&amp;q=75 1080w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopenai-tracing-langtrace-elastic%2Fedot-openai-tracing.png&amp;w=1200&amp;q=75 1200w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopenai-tracing-langtrace-elastic%2Fedot-openai-tracing.png&amp;w=1920&amp;q=75 1920w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopenai-tracing-langtrace-elastic%2Fedot-openai-tracing.png&amp;w=2048&amp;q=75 2048w, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopenai-tracing-langtrace-elastic%2Fedot-openai-tracing.png&amp;w=3840&amp;q=75 3840w" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopenai-tracing-langtrace-elastic%2Fedot-openai-tracing.png&amp;w=3840&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div></div></div></a></div></div></div></div><div class="border-t border-zinc-700 mb-8 lg:mb-20"></div><div class="container"><div class="flex flex-col md:flex-row gap-12"><div class="hidden lg:flex w-64 shrink-0 flex-col gap-8"><div class="space-y-2"><ul class="space-y-1"><li><a class="hover:text-white" href="/observability-labs/blog">All Articles</a></li></ul></div><div class="space-y-2"><div class="relative flex justify-between items-center py-2 border-b border-zinc-600"><h5 class="eyebrow">Tags</h5><button class="text-sm font-bold hover:text-white" title="Filter Tags"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4"><path fill-rule="evenodd" 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class="flex flex-col space-4 hover:text-white group"><div class="relative w-full rounded-lg overflow-hidden"><img alt="Using Anomaly Detection in Elastic Cloud to Identify Fraud" loading="lazy" width="400" height="300" decoding="async" data-nimg="1" class="object-cover w-full" style="color:transparent" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fanomaly-detection-to-identify-fraud%2Fanomaly-detection-to-identify-fraud.png&amp;w=640&amp;q=75 1x, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fanomaly-detection-to-identify-fraud%2Fanomaly-detection-to-identify-fraud.png&amp;w=828&amp;q=75 2x" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fanomaly-detection-to-identify-fraud%2Fanomaly-detection-to-identify-fraud.png&amp;w=828&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div><time class="mb-2 mt-5 eyebrow">30 January 2025</time><div class="flex flex-wrap gap-2 mb-2"></div><h4 class="font-bold leading-tight text-lg md:text-2xl mb-2">Using Anomaly Detection in Elastic Cloud to Identify Fraud</h4><p class="text-sm text-zinc-400 group-hover:text-white/80 mb-2">Follow the step-by-step process of using Elastic Cloud’s anomaly detection to analyze example credit card transactions to detect potential fraud.</p><div class="flex flex-col gap-2"><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Jonathan Simon</p><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Karen Mcdermott</p></div></div></a><a href="/observability-labs/blog/openai-tracing-elastic-opentelemetry"><div class="flex flex-col space-4 hover:text-white group"><div class="relative w-full rounded-lg overflow-hidden"><img alt="Tracing, logs, and metrics for a RAG based Chatbot with Elastic Distributions of OpenTelemetry" loading="lazy" width="400" height="300" decoding="async" data-nimg="1" class="object-cover w-full" style="color:transparent" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopenai-tracing-elastic-opentelemetry%2Fedot-openai-tracing.jpg&amp;w=640&amp;q=75 1x, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopenai-tracing-elastic-opentelemetry%2Fedot-openai-tracing.jpg&amp;w=828&amp;q=75 2x" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fopenai-tracing-elastic-opentelemetry%2Fedot-openai-tracing.jpg&amp;w=828&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div><time class="mb-2 mt-5 eyebrow">24 January 2025</time><div class="flex flex-wrap gap-2 mb-2"><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>OpenTelemetry</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>APM</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>Python</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>Instrumentation</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>OpenAI</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>LLM Observability</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>Kubernetes</span></div><h4 class="font-bold leading-tight text-lg md:text-2xl mb-2">Tracing, logs, and metrics for a RAG based Chatbot with Elastic Distributions of OpenTelemetry</h4><p class="text-sm text-zinc-400 group-hover:text-white/80 mb-2">How to observe a OpenAI RAG based application using Elastic. Instrument the app, collect logs, traces, metrics, and understand how well the LLM is performing with Elastic Distributions of OpenTelemetry on Kubernetes and Docker.</p><div class="flex flex-col gap-2"><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Bahubali Shetti</p></div></div></a><a href="/observability-labs/blog/elastic-opentelemetry-openai"><div class="flex flex-col space-4 hover:text-white group"><div class="relative w-full rounded-lg overflow-hidden"><img alt="Instrumenting your OpenAI-powered Python, Node.js, and Java Applications with EDOT" loading="lazy" width="400" height="300" decoding="async" data-nimg="1" class="object-cover w-full" style="color:transparent" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Felastic-opentelemetry-openai%2Felastic-opentelemetry-openai.png&amp;w=640&amp;q=75 1x, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Felastic-opentelemetry-openai%2Felastic-opentelemetry-openai.png&amp;w=828&amp;q=75 2x" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Felastic-opentelemetry-openai%2Felastic-opentelemetry-openai.png&amp;w=828&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div><time class="mb-2 mt-5 eyebrow">23 January 2025</time><div class="flex flex-wrap gap-2 mb-2"><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>Azure OpenAI</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>OpenAI</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>OpenTelemetry</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>GenAI</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>Java</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>Python</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>LLM Observability</span></div><h4 class="font-bold leading-tight text-lg md:text-2xl mb-2">Instrumenting your OpenAI-powered Python, Node.js, and Java Applications with EDOT</h4><p class="text-sm text-zinc-400 group-hover:text-white/80 mb-2">Elastic is proud to introduce OpenAI support in our Python, Node.js and Java EDOT SDKs. These add logs, metrics and tracing to applications that use OpenAI compatible services without any code change.</p><div class="flex flex-col gap-2"><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Adrian Cole</p></div></div></a><a href="/observability-labs/blog/deploying-elastic-agent-with-confluent-clouds-elasticsearch-connector"><div class="flex flex-col space-4 hover:text-white group"><div class="relative w-full rounded-lg overflow-hidden"><img alt="Deploying Elastic Agent with Confluent Cloud&#x27;s Elasticsearch Connector" loading="lazy" width="400" height="300" decoding="async" data-nimg="1" class="object-cover w-full" style="color:transparent" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fdeploying-elastic-agent-with-confluent-clouds-elasticsearch-connector%2Ftitle.jpg&amp;w=640&amp;q=75 1x, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fdeploying-elastic-agent-with-confluent-clouds-elasticsearch-connector%2Ftitle.jpg&amp;w=828&amp;q=75 2x" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fdeploying-elastic-agent-with-confluent-clouds-elasticsearch-connector%2Ftitle.jpg&amp;w=828&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div><time class="mb-2 mt-5 eyebrow">22 January 2025</time><div class="flex flex-wrap gap-2 mb-2"><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>Log Analytics</span></div><h4 class="font-bold leading-tight text-lg md:text-2xl mb-2">Deploying Elastic Agent with Confluent Cloud&#x27;s Elasticsearch Connector</h4><p class="text-sm text-zinc-400 group-hover:text-white/80 mb-2">Confluent Cloud users can now use the updated Elasticsearch Sink Connector with Elastic Agent and Elastic Integrations for a fully-managed and highly scalable data ingest architecture.</p><div class="flex flex-col gap-2"><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Nima Rezainia</p></div></div></a><a href="/observability-labs/blog/assembling-an-opentelemetry-nginx-ingress-controller-integration"><div class="flex flex-col space-4 hover:text-white group"><div class="relative w-full rounded-lg overflow-hidden"><img alt="Assembling an OpenTelemetry NGINX Ingress Controller Integration" loading="lazy" width="400" height="300" decoding="async" data-nimg="1" class="object-cover w-full" style="color:transparent" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fassembling-an-opentelemetry-nginx-ingress-controller-integration%2Fingress-controller.jpg&amp;w=640&amp;q=75 1x, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fassembling-an-opentelemetry-nginx-ingress-controller-integration%2Fingress-controller.jpg&amp;w=828&amp;q=75 2x" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fassembling-an-opentelemetry-nginx-ingress-controller-integration%2Fingress-controller.jpg&amp;w=828&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div><time class="mb-2 mt-5 eyebrow">15 January 2025</time><div class="flex flex-wrap gap-2 mb-2"><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>OpenTelemetry</span></div><h4 class="font-bold leading-tight text-lg md:text-2xl mb-2">Assembling an OpenTelemetry NGINX Ingress Controller Integration</h4><p class="text-sm text-zinc-400 group-hover:text-white/80 mb-2">This blog post explores how to set up an OpenTelemetry integration for the NGINX Ingress Controller, detailing the configuration process, key transformations, and upcoming enhancements for modular configuration support.</p><div class="flex flex-col gap-2"><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Roger Coll</p></div></div></a><a href="/observability-labs/blog/elevate-llm-observability-with-gcp-vertex-ai-integration"><div class="flex flex-col space-4 hover:text-white group"><div class="relative w-full rounded-lg overflow-hidden"><img alt="Elevate LLM Observability with GCP Vertex AI Integration" loading="lazy" width="400" height="300" decoding="async" data-nimg="1" class="object-cover w-full" style="color:transparent" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Felevate-llm-observability-with-gcp-vertex-ai-integration%2Fvertexai-title.jpg&amp;w=640&amp;q=75 1x, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Felevate-llm-observability-with-gcp-vertex-ai-integration%2Fvertexai-title.jpg&amp;w=828&amp;q=75 2x" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Felevate-llm-observability-with-gcp-vertex-ai-integration%2Fvertexai-title.jpg&amp;w=828&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div><time class="mb-2 mt-5 eyebrow">9 January 2025</time><div class="flex flex-wrap gap-2 mb-2"><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>GenAI</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>Google Cloud</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>LLM Observability</span></div><h4 class="font-bold leading-tight text-lg md:text-2xl mb-2">Elevate LLM Observability with GCP Vertex AI Integration</h4><p class="text-sm text-zinc-400 group-hover:text-white/80 mb-2">Enhance LLM observability with Elastic&#x27;s GCP Vertex AI Integration — gain actionable insights into model performance, resource efficiency, and operational reliability.</p><div class="flex flex-col gap-2"><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Ishleen Kaur</p><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Muthukumar Paramasivam</p><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Daniela Tzvetkova</p></div></div></a><a href="/observability-labs/blog/supercharge-your-vsphere-monitoring-with-enhanced-vsphere-integration"><div class="flex flex-col space-4 hover:text-white group"><div class="relative w-full rounded-lg overflow-hidden"><img alt="Supercharge Your vSphere Monitoring with Enhanced vSphere Integration" loading="lazy" width="400" height="300" decoding="async" data-nimg="1" class="object-cover w-full" style="color:transparent" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fsupercharge-your-vsphere-monitoring-with-enhanced-vsphere-integration%2Ftitle.jpeg&amp;w=640&amp;q=75 1x, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fsupercharge-your-vsphere-monitoring-with-enhanced-vsphere-integration%2Ftitle.jpeg&amp;w=828&amp;q=75 2x" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fsupercharge-your-vsphere-monitoring-with-enhanced-vsphere-integration%2Ftitle.jpeg&amp;w=828&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div><time class="mb-2 mt-5 eyebrow">11 December 2024</time><div class="flex flex-wrap gap-2 mb-2"><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>Metrics</span></div><h4 class="font-bold leading-tight text-lg md:text-2xl mb-2">Supercharge Your vSphere Monitoring with Enhanced vSphere Integration</h4><p class="text-sm text-zinc-400 group-hover:text-white/80 mb-2">Supercharge Your vSphere Monitoring with Enhanced vSphere Integration</p><div class="flex flex-col gap-2"><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Ishleen Kaur</p><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Lalit Satapathy</p></div></div></a><a href="/observability-labs/blog/aws-data-firehose-onboarding"><div class="flex flex-col space-4 hover:text-white group"><div class="relative w-full rounded-lg overflow-hidden"><img alt="One-Step Ingest for CloudWatch Logs and Metrics into Elastic Observability with Amazon Data Firehose" loading="lazy" width="400" height="300" decoding="async" data-nimg="1" class="object-cover w-full" style="color:transparent" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Faws-data-firehose-onboarding%2F154567_Image%2021.jpg&amp;w=640&amp;q=75 1x, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Faws-data-firehose-onboarding%2F154567_Image%2021.jpg&amp;w=828&amp;q=75 2x" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Faws-data-firehose-onboarding%2F154567_Image%2021.jpg&amp;w=828&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div><time class="mb-2 mt-5 eyebrow">26 November 2024</time><div class="flex flex-wrap gap-2 mb-2"><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>AWS</span></div><h4 class="font-bold leading-tight text-lg md:text-2xl mb-2">One-Step Ingest for CloudWatch Logs and Metrics into Elastic Observability with Amazon Data Firehose</h4><p class="text-sm text-zinc-400 group-hover:text-white/80 mb-2">AWS users can now leverage the new guided onboarding workflow to ingest CloudWatch logs and metrics in Elastic Cloud and explore the usage and performance of over twenty AWS services within minutes, using the provided CloudFormation template.</p><div class="flex flex-col gap-2"><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Akhilesh Pokhariyal</p><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Mykola Harmash</p><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Kaiyan White</p></div></div></a><a href="/observability-labs/blog/llm-observability-aws-bedrock"><div class="flex flex-col space-4 hover:text-white group"><div class="relative w-full rounded-lg overflow-hidden"><img alt="LLM Observability with the new Amazon Bedrock Integration in Elastic Observability" loading="lazy" width="400" height="300" decoding="async" data-nimg="1" class="object-cover w-full" style="color:transparent" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-aws-bedrock%2FLLM-observability-AWS-Bedrock.jpg&amp;w=640&amp;q=75 1x, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-aws-bedrock%2FLLM-observability-AWS-Bedrock.jpg&amp;w=828&amp;q=75 2x" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Fllm-observability-aws-bedrock%2FLLM-observability-AWS-Bedrock.jpg&amp;w=828&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div><time class="mb-2 mt-5 eyebrow">25 November 2024</time><div class="flex flex-wrap gap-2 mb-2"><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>AWS</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>GenAI</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>LLM Observability</span></div><h4 class="font-bold leading-tight text-lg md:text-2xl mb-2">LLM Observability with the new Amazon Bedrock Integration in Elastic Observability</h4><p class="text-sm text-zinc-400 group-hover:text-white/80 mb-2">Elastic&#x27;s new Amazon Bedrock integration for Observability provides comprehensive insights into Amazon Bedrock LLM performance and usage. Learn about how LLM based metric and log collection in real-time with pre-built dashboards can effectively monitor and resolve LLM invocation errors and performance challenges.</p><div class="flex flex-col gap-2"><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Agi K Thomas</p></div></div></a><a href="/observability-labs/blog/elastic-opentelemetry-otel-operator"><div class="flex flex-col space-4 hover:text-white group"><div class="relative w-full rounded-lg overflow-hidden"><img alt="Native OTel-based K8s &amp; App Observability in 3 Steps with Elastic" loading="lazy" width="400" height="300" decoding="async" data-nimg="1" class="object-cover w-full" style="color:transparent" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Felastic-opentelemetry-otel-operator%2FOTel-operator.jpg&amp;w=640&amp;q=75 1x, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Felastic-opentelemetry-otel-operator%2FOTel-operator.jpg&amp;w=828&amp;q=75 2x" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Felastic-opentelemetry-otel-operator%2FOTel-operator.jpg&amp;w=828&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div><time class="mb-2 mt-5 eyebrow">13 November 2024</time><div class="flex flex-wrap gap-2 mb-2"><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>Kubernetes</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>OpenTelemetry</span></div><h4 class="font-bold leading-tight text-lg md:text-2xl mb-2">Native OTel-based K8s &amp; App Observability in 3 Steps with Elastic</h4><p class="text-sm text-zinc-400 group-hover:text-white/80 mb-2">Elastic&#x27;s Distributions of OpenTelemetry are now supported with the OTel Operator, providing auto instrumentation of applications with EDOT SDKs, and deployment and lifecycle management of the EDOT OTel Collector for Kubernetes Observability. Learn how to configure this in 3 easy steps</p><div class="flex flex-col gap-2"><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Bahubali Shetti</p></div></div></a><a href="/observability-labs/blog/elastic-opentelemetry-native-kubernetes-observability"><div class="flex flex-col space-4 hover:text-white group"><div class="relative w-full rounded-lg overflow-hidden"><img alt="Unlock possibilities with native OpenTelemetry: prioritize reliability, not proprietary limitations" loading="lazy" width="400" height="300" decoding="async" data-nimg="1" class="object-cover w-full" style="color:transparent" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Felastic-opentelemetry-native-kubernetes-observability%2FKubecon-main-blog.jpg&amp;w=640&amp;q=75 1x, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Felastic-opentelemetry-native-kubernetes-observability%2FKubecon-main-blog.jpg&amp;w=828&amp;q=75 2x" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Felastic-opentelemetry-native-kubernetes-observability%2FKubecon-main-blog.jpg&amp;w=828&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div><time class="mb-2 mt-5 eyebrow">12 November 2024</time><div class="flex flex-wrap gap-2 mb-2"><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>Kubernetes</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>OpenTelemetry</span></div><h4 class="font-bold leading-tight text-lg md:text-2xl mb-2">Unlock possibilities with native OpenTelemetry: prioritize reliability, not proprietary limitations</h4><p class="text-sm text-zinc-400 group-hover:text-white/80 mb-2">Elastic now supports Elastic Distributions of OpenTelemetry (EDOT) deployment and management on Kubernetes, using OTel Operator. SREs can now access out-of the-box configurations and dashboards designed to streamline collector deployment, application auto-instrumentation and lifecycle management with Elastic Observability.</p><div class="flex flex-col gap-2"><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Bahubali Shetti</p><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Miguel Luna</p></div></div></a><a href="/observability-labs/blog/logstash-to-otel"><div class="flex flex-col space-4 hover:text-white group"><div class="relative w-full rounded-lg overflow-hidden"><img alt="Convert Logstash pipelines to OpenTelemetry Collector Pipelines" loading="lazy" width="400" height="300" decoding="async" data-nimg="1" class="object-cover w-full" style="color:transparent" srcSet="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Flogstash-to-otel%2Flogstash-otel.jpg&amp;w=640&amp;q=75 1x, /observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Flogstash-to-otel%2Flogstash-otel.jpg&amp;w=828&amp;q=75 2x" src="/observability-labs/_next/image?url=%2Fobservability-labs%2Fassets%2Fimages%2Flogstash-to-otel%2Flogstash-otel.jpg&amp;w=828&amp;q=75"/><div class="absolute border border-white/50 inset-0 mix-blend-overlay rounded-lg z-10"></div></div><time class="mb-2 mt-5 eyebrow">25 October 2024</time><div class="flex flex-wrap gap-2 mb-2"><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>OpenTelemetry</span><span class="inline-flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="h-4 w-4 text-zinc-400"><path stroke-linecap="round" stroke-linejoin="round" d="M9.568 3H5.25A2.25 2.25 0 0 0 3 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 0 0 5.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 0 0 9.568 3Z"></path><path stroke-linecap="round" stroke-linejoin="round" d="M6 6h.008v.008H6V6Z"></path></svg>Log Analytics</span></div><h4 class="font-bold leading-tight text-lg md:text-2xl mb-2">Convert Logstash pipelines to OpenTelemetry Collector Pipelines</h4><p class="text-sm text-zinc-400 group-hover:text-white/80 mb-2">This guide helps Logstash users transition to OpenTelemetry by demonstrating how to convert common Logstash pipelines into equivalent OpenTelemetry Collector configurations. We will focus on the log signal.</p><div class="flex flex-col gap-2"><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Mirko Bez</p><p class="flex items-center author-name author-name"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-4 h-4 mr-2 text-white/50"><path fill-rule="evenodd" d="M7.5 6a4.5 4.5 0 1 1 9 0 4.5 4.5 0 0 1-9 0ZM3.751 20.105a8.25 8.25 0 0 1 16.498 0 .75.75 0 0 1-.437.695A18.683 18.683 0 0 1 12 22.5c-2.786 0-5.433-.608-7.812-1.7a.75.75 0 0 1-.437-.695Z" clip-rule="evenodd"></path></svg>Taha Derouiche</p></div></div></a></div></div></div></div></div></main><footer class="mt-auto text-xs md:text-sm"><div class="container py-6 flex flex-col md:flex-row gap-2 md:gap-0 justify-between items-center"><div class="text-zinc-300"><nav><ul class="flex space-x-4"><li><a class="hover:text-white font-medium flex items-center gap-1" href="https://www.elastic.co/observability-labs/rss/feed.xml"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="w-3 h-3"><path fill-rule="evenodd" d="M3.75 4.5a.75.75 0 0 1 .75-.75h.75c8.284 0 15 6.716 15 15v.75a.75.75 0 0 1-.75.75h-.75a.75.75 0 0 1-.75-.75v-.75C18 11.708 12.292 6 5.25 6H4.5a.75.75 0 0 1-.75-.75V4.5Zm0 6.75a.75.75 0 0 1 .75-.75h.75a8.25 8.25 0 0 1 8.25 8.25v.75a.75.75 0 0 1-.75.75H12a.75.75 0 0 1-.75-.75v-.75a6 6 0 0 0-6-6H4.5a.75.75 0 0 1-.75-.75v-.75Zm0 7.5a1.5 1.5 0 1 1 3 0 1.5 1.5 0 0 1-3 0Z" clip-rule="evenodd"></path></svg> Subscribe</a></li><li><a class="hover:text-white font-medium" href="/observability-labs/sitemap.xml">Sitemap</a></li><li><a class="hover:text-white font-medium flex items-center space-x-1" href="https://elastic.co?utm_source=elastic-security-labs&amp;utm_medium=referral&amp;utm_campaign=security-labs&amp;utm_content=footer"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="inline-block w-3 h-3"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 6H5.25A2.25 2.25 0 0 0 3 8.25v10.5A2.25 2.25 0 0 0 5.25 21h10.5A2.25 2.25 0 0 0 18 18.75V10.5m-10.5 6L21 3m0 0h-5.25M21 3v5.25"></path></svg><span>Elastic.co</span></a></li></ul></nav></div><div class="flex flex-col space-y-1 text-zinc-300"><p>© <!-- -->2025<!-- -->. 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