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Discover how to transform logs from a reactive troubleshooting tool into your primary observability signal through AI-powered automation in this 35-minute conference talk from AWS re:Invent 2025. Learn about the common challenges that keep development teams stuck in "reactive grep mode," including brittle log pipelines, fragile parsers, and cost-driven sampling that limit the effectiveness of traditional log analysis. Explore Elastic's innovative AI-powered Streams technology, an agentic system designed to automatically understand and enrich any log format, whether structured or unstructured, while simplifying the entire log lifecycle from ingestion and parsing to storage and analysis. Understand how this system surfaces significant events and anomalies automatically, enabling logs to become your first and most intelligent investigative signal for accelerating root-cause analysis and delivering actionable production insights. Gain practical knowledge about implementing AI-driven log management solutions that can help your team move from reactive troubleshooting to proactive observability, ultimately improving system reliability and reducing mean time to resolution.
