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X-WR-CALDESC:Open Source Monitoring Conference
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DTSTART:20260329T030000
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DTSTART;TZID=Europe/Berlin:20261118T080000
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DTSTAMP:20260615T125606Z
CREATED:20260615
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SUMMARY:Monitoring in the Era of LLMs: How to Make Your Monitoring Work for You
DESCRIPTION:As cloud environments grow in scale and complexity, traditional monitoring approaches increasingly overwhelm engineers with data while providing limited diagnostic insight. Large Language Models (LLMs) offer a new paradigm: transforming raw telemetry into actionable understanding. This session explores how on-premises LLMs can be integrated into cloud monitoring pipelines to augment observability, accelerate troubleshooting, and reduce cognitive load for operators. We examine practical techniques for using LLMs to correlate metrics, logs, and events; summarize anomalous behavior; and assist in root-cause analysis during live incidents Through real-world examples and architectural patterns, attendees will learn how LLMs can “work for you” by acting as an intelligent monitoring assistant rather than another tool to manage. The talk emphasizes pragmatic adoption, highlighting design considerations, limitations, and operational trade-offs when deploying LLM-powered monitoring in production environments.\n
URL:https://osmc.de/talks/monitoring-in-the-era-of-llms-how-to-make-your-monitoring-work-for-you/
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