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Explore how eBay's Observability team has advanced AI-enabled explainers beyond basic telemetry signals to create a comprehensive triage CoPilot for Site Reliability Engineers. Learn about the specific challenges involved in explaining time series data and discover the innovative techniques that combine traditional machine learning with large language models to make sense of complex observability data. Understand the engineering approaches used to build time series explainers that can rapidly assist SREs during incident triage, examine real-world use cases where these AI CoPilots provide critical assistance, and discover additional explainer tools that give teams an edge during troubleshooting. Gain insights into the future possibilities this technology unlocks for observability and incident response, building upon previous work presented at KubeCon EU London on AI-enabled explainers for logs and traces.
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