llm monitoring

The llm monitoring tag on WindowsForum.com covers tools and practices for observing large language model (LLM) and agentic AI workloads in production. Content highlights real-time observability integrations, such as Elastic's technology preview with Azure AI Foundry, which provides pre-built dashboards for tracking token usage, latency, cost, and content filtering. Discussions focus on operational challenges like telemetry, debugging, and performance optimization for multi-step AI systems. The tag is relevant for IT professionals and developers managing LLM deployments in enterprise environments, particularly those using Microsoft Azure and Elastic Observability.