AI Observability integrations
- Latest Dynatrace
- Reference
- 2-min read
- Published May 21, 2026
Dynatrace integrates with a broad range of AI and ML technologies — agent frameworks, model providers, coding agents, vector stores, orchestration libraries, compute platforms, and AI gateways. Each card below links to the Dynatrace Hub entry for that integration.
AI agents
OpenAI Agents
Monitor and trace your OpenAI Agents.
Amazon Bedrock AgentCore
Monitor and trace your Amazon Bedrock AgentCore Agents.
Google ADK
Monitor your Google Agent Development Kit.
MCP AI Agent monitoring
Monitoring and tracing of agents communicating via MCP.
LangGraph
Monitor and trace your LangChain Agents.
Pydantic AI
Monitor and trace your Pydantic AI Agents.
Model providers and platforms
OpenAI
Monitor your OpenAI & Azure OpenAI services such as GPT, o1, DALL-E, ChatGPT.
Amazon Bedrock
Observe end-to-end generative AI models provided by Amazon Bedrock.
CrewAI
Monitor CrewAI workloads and AI Agents.
Azure AI Foundry
End-to-end observability for GenAI & LLM applications build with Azure.
Anthropic
Monitor end-to-end your Anthropic services such as Haiku, Sonnet, and Opus.
Gemini
Observe end-to-end multimodal AI models provided by Google Gemini.
DeepSeek
End-to-end observability for DeepSeek models on Amazon Bedrock like R1, V3.
NVIDIA NIM
Monitor accelerated inference microservices to run AI models on NVIDIA GPU.
Red Hat OpenShift AI
Monitor and observe end-to-end your app powered by Red Hat OpenShift AI platform.
Vertex AI Studio
Monitor your generative AI applications built with Google Vertex AI Studio.
Mistral AI
Monitor your applications built with Mistral AI's frontier models.
Ollama
Monitor Ollama AI models end-to-end, including Llama, Mistral, Orca, and more.
Amazon SageMaker
Build, train, and deploy machine learning (ML) models quickly.
Hugging Face
Observe and monitor AI models, datasets, and apps built with Hugging Face.
Replicate
Monitor and measure the API performance of your apps built with Replicate.
Cohere
Observe end-to-end generative and retrieval models provided by Cohere.
Groq
Monitor your services built with Groq AI inference models.
Together AI
End-to-end observability of your GenAI stack built with Together AI.
IBM watsonx AI
End-to-end monitoring for applications built with the IBM watsonx AI platform.
Amazon Textract
Makes it easy to add document text detection and analysis to your applications.
Amazon Translate
Text translation service using machine learning to provide high-quality translation on demand.
Amazon Nova
Monitor and trace Amazon Nova models running on Amazon Bedrock.
AI coding agent monitoring
Claude Code Agent monitoring
Observe Claude Code sessions, tool use, and coding-agent activity.
Gemini CLI Monitoring
Monitor Gemini CLI activity and developer workflows.
OpenAI Codex Monitoring
Observe OpenAI Codex usage and code-generation activity.
GitHub Copilot SDK Monitoring
Monitor GitHub Copilot usage via the SDK.
OpenCode Monitoring
Observe activity from the OpenCode coding agent.
OpenClaw Monitoring
Monitor activity from the OpenClaw coding agent.
Data management and vector stores
Pinecone
Monitor performance and usage of the Pinecone managed vector database.
LanceDB
Observe queries against the LanceDB embedded vector store.
Chroma
Monitor the Chroma open-source vector database.
Milvus
Observe Milvus, a high-performance vector database for production AI workloads.
Weaviate
Monitor Weaviate, an open-source vector database with built-in semantic search.
Qdrant
Observe Qdrant, a high-performance vector search engine.
Elasticsearch
Monitor Elasticsearch Clusters, Nodes, Indexes, remotely or locally, via API.
Marqo
Gain insights into your embedding models built with Marqo.
Orchestration and prompt engineering frameworks
LangChain
Framework for building applications with large language models.
Haystack
Open-source framework for building production-ready LLM applications.
LlamaIndex
Data framework for building RAG and agentic LLM applications.
Infrastructure and compute resources
Google Cloud Tensor Processing Units
Monitor Google Cloud TPUs used to accelerate AI workloads.
TensorFlow Keras
Observe TensorFlow Keras model training and serving.
NVIDIA GPU
Monitor NVIDIA GPU utilization across your AI infrastructure.
vLLM
Observe vLLM, a high-throughput inference engine for large language models.
