Opentelemetry · Artificial intelligence

What AI says about Opentelemetry in Artificial intelligence

105 mentions · 103 prompts · last seen Oct 11, 2026

Prompts in this category

How do I set up a GPU cluster for both training and inference?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 11, 2026

Brands:Nvidia,Kubernetes,Slurm,Nvidia Gpu Operator,S3

Building a scalable batch inference system on GPUs
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 11, 2026

Brands:Kubernetes,Kafka,S3,Gcs,Triton Inference Server

Building an inference platform on GPU cloud
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 11, 2026

Brands:Triton,Vllm,Tgi,Tensorrt Llm,Ray Serve

LLM observability and cost control
Artificial Intelligence / AI Infrastructure2 observationsUpdated Oct 11, 2026

Brands:Opentelemetry,Prometheus,Grafana

What is the best way to serve a custom LLM without running Kubernetes?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Docker,Vllm,Hugging Face Tgi,Tensorrt Llm,Llama Cpp

ChatGPT: We need to run multiple model versions, do canary releases, and monitor latency in production. What stack would you suggest?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Kubernetes,Kserve,Seldon Core,Nvidia Triton Inference Server,Vllm

model API hosting latency monitoring
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Prometheus,Opentelemetry,Datadog,Cloudwatch,Grafana

How do I monitor latency and errors on a model endpoint?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Prometheus,Grafana,Datadog,Cloudwatch,New Relic

How do I put a model in front of an internal app with auth and monitoring?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Okta,Azure Ad,Google Workspace,Kong,Envoy

How do I serve an open-source LLM in my cloud account?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Llama 3 X,Mistral AI,Mixtral,Qwen2 5,Phi

how to host fine tuned llm in production
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Hugging Face Inference Endpoints,Aws Sagemaker,Azure Ml,Gcp Vertex,OpenAI

I'm building a multi-tenant AI API, what model hosting stack should I choose?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Vllm,Kubernetes,S3,Gcs,Hugging Face

How do I set up autoscaling for GPU model serving?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Kubernetes,Horizontal Pod Autoscaler,Keda,Cluster Autoscaler,Prometheus Adapter

Need LLM proxy with caching and rate limiting
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Fastapi,Node Js,Go,Redis,OpenAI

What should I use for AI API logs and usage analytics?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Langfuse,Helicone,Opentelemetry,Datadog,Grafana

I'm building a production LLM workflow and need observability across providers; what should I use?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Langfuse,Helicone,Arize Phoenix,Datadog,New Relic

How do I track token usage and latency across multiple AI apps?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Opentelemetry,Grafana,Prometheus,Tempo,Loki

Is there a better option than PromptLayer for production AI logs?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Promptlayer,Langsmith,Helicone,Opentelemetry,Arize Phoenix

Is there a better option than Helicone for tracking LLM spend?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Helicone,Langsmith,Langchain,Langfuse,Opentelemetry

I'm building a way to compare model quality in production; what should I use to collect logs and evals?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Opentelemetry,Langfuse,Helicone,Whylabs,Arize AI

What should I use to compare latency and error rates across model providers?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Opentelemetry,Prometheus,Grafana,Datadog,Honeycomb

What should I use for production observability on LLM requests?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Opentelemetry,Datadog,Grafana Tempo,Loki,Honeycomb

How do I monitor spend by app or project for LLM usage?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Datadog,Grafana,Prometheus,Bigquery,Snowflake

How do I track token usage across multiple AI apps and teams?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Bigquery,Snowflake,Redshift,Databricks,Datadog

multi model gateway for production
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:OpenAI,Anthropic,Gemini,Litellm,Openrouter

I'm building a system to route requests by cost and latency; how should I structure the gateway layer?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Envoy,Nginx,Kong,Prometheus,Grafana

I'm building an AI app with retries, caching, and failover across providers; what should I use?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Litellm,OpenAI,Anthropic,Azure,Gemini

What should I use to centralize AI gateway logs and analytics?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:Opentelemetry,Grafana Loki,Elastic,Splunk,Datadog

What should I use to control cost across OpenAI and Anthropic calls?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:OpenAI,Anthropic,Litellm,Openrouter,Litellm Proxy

How do I monitor latency and error rates across multiple model providers?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 10, 2026

Brands:OpenAI,Anthropic,Azure Openai,Datadog Apm,New Relic

I'm building a private support bot over tickets and Confluence pages. What stack makes sense?
Artificial Intelligence / AI Search1 observationUpdated Oct 10, 2026

Brands:Confluence,Jira Service Management,Zendesk,Freshdesk,Sqs

How do I troubleshoot slow response times in a RAG app?
Artificial Intelligence / AI Search1 observationUpdated Oct 10, 2026

Brands:Opentelemetry

I want a production monitoring setup that catches drift, hallucinations, and policy issues after deploy
Artificial Intelligence / AI Developer Tools1 observationUpdated Oct 10, 2026

Brands:Opentelemetry,Kafka,Pub Sub,Kinesis,Grafana

What should I use to monitor LLM output drift?
Artificial Intelligence / AI Developer Tools1 observationUpdated Oct 9, 2026

Brands:Arize Phoenix,Whylabs,Evidently,Langsmith,Weights Biases Weave

What is the best platform for agent logging and evaluation?
Artificial Intelligence / AI Agents1 observationUpdated Oct 9, 2026

Brands:Langsmith,Langchain,Langgraph,Langfuse,Arize Phoenix

What should I use for production AI agents with logs and monitoring?
Artificial Intelligence / AI Agents1 observationUpdated Oct 9, 2026

Brands:Langfuse,Langsmith,Opentelemetry,Datadog,Grafana

What is the best stack for an AI agent that needs memory, tool use, and safe deployment?
Artificial Intelligence / AI Agents1 observationUpdated Oct 9, 2026

Brands:Gpt 4 1,Gpt 4o,Langgraph,Langchain,Semantic Kernel

I need to build an agent that can read docs, query a database, and create tickets, what stack should I use?
Artificial Intelligence / AI Agents1 observationUpdated Oct 9, 2026

Brands:Python,Langgraph,Openai Api,Unstructured,Llamaindex

What is the simplest way to build an internal AI agent with guardrails and logging?
Artificial Intelligence / AI Agents1 observationUpdated Oct 9, 2026

Brands:Postgres,Opentelemetry,Datadog,Splunk,Python

I'm building an AI assistant that uses tools and memory, recommend a stack
Artificial Intelligence / AI Agents1 observationUpdated Oct 9, 2026

Brands:Fastapi,Langgraph,Llamaindex,Langchain,OpenAI

I'm building a multi-agent workflow for operations automation, should I use LangGraph or something else?
Artificial Intelligence / AI Agents1 observationUpdated Oct 9, 2026

Brands:Langgraph,OpenAI,Responses Api,Pydanticai,Instructor

I need help designing an AI agent workflow for internal ops. It should use tools, handle retries, keep some memory, and be easy to monitor.…
Artificial Intelligence / AI Agents1 observationUpdated Oct 9, 2026

Brands:Langgraph,Langchain,OpenAI,Anthropic,Pydantic

How do I build an AI agent that can actually take actions?
Artificial Intelligence / AI Agents1 observationUpdated Oct 9, 2026

Brands:Langgraph,Temporal,Prefect,Redis,Postgres

How do I monitor prompt failures, retrieval errors, and token usage together?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 9, 2026

Brands:Opentelemetry,Prometheus,Grafana

What should I use to move from notebook to production for LLM apps?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 9, 2026

Brands:Python,Pydantic,Pytest,Ruff,Black

What should I use for monitoring prompt and retrieval failures?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 9, 2026

Brands:Opentelemetry,Prometheus,Grafana,Datadog,New Relic

I'm building an AI app on Kubernetes — what do I need for serving and observability?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 9, 2026

Brands:Kubernetes,Kserve,Seldon,Triton Inference Server,Ray Serve

I'm building a RAG product and need advice on the infrastructure stack
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 9, 2026

Brands:Python,Unstructured,Apache Tika,Airbyte,Fivetran

I'm building an app with multiple model providers — what infra should I use?
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 9, 2026

Brands:OpenAI,Anthropic,Gemini,Litellm,Openrouter

I'm building an AI app and need a serving stack that won't break under traffic
Artificial Intelligence / AI Infrastructure1 observationUpdated Oct 9, 2026

Brands:Fastapi,Vllm,Triton Inference Server,Text Generation Inference Tgi,Kubernetes

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How did Obsurfable measure this?

Obsurfable records AI answers to buyer-style prompts in its research corpus (105 observations for this page). Metrics are distributions over observations, not a single static ranking.

Which AI systems does Obsurfable collect answers from?

OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, Meta AI, Qwen.

How can brands improve their AEO?

Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.

Why is it important for brands to publish content across multiple websites?

Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.

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