Monitoring AI agent frameworks

AI agent frameworks enable building intelligent systems that autonomously perform tasks, make decisions, and interact with users using large language models (LLMs) and tools. These frameworks support use cases such as virtual assistants, chatbots, autonomous workflows, and multi-agent collaboration.

Instana provides observability for AI agents built with popular frameworks, tracking LLM interactions, tool usage, workflow execution, and costs.