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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:20260615T154838Z
CREATED:20260615
LAST-MODIFIED:20260615
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TRANSP:OPAQUE
SUMMARY:Logs, Metrics, Traces…Assemble! Building a Context-Driven Mesh
DESCRIPTION:Observability isn’t just about seeing, it’s about understanding. While dashboards and traces help, most systems today still operate in silos, with disconnected signals and fragmented context. And that’s a problem not just for debugging, but for security, performance, and cost-efficiency too. What if your infrastructure could explain itself? In this talk, we’ll explore how we built a telemetry mesh powered by Model Context Protocol (MCP) servers, each acting as a localized signal processor for logs, metrics, traces, profiling data, policies, and more. Using lightweight, serverless components and message buses, we federated these into a distributed context graph an always-on intelligence layer that powers smarter alerting, faster incident triage, and even security enforcement. No sidecars. No vendor lock-in. Just modular MCP nodes that collaborate like neurons turning raw signals into insight. We’ll wrap up with a live demo that shows how this mesh enables real-time correlation across layers, alerting based on context (not just thresholds), and a foundation that supports everything from SLOs to security posture audits.\n
URL:https://osmc.de/talks/logs-metrics-traces-assemble-building-a-context-driven-mesh/
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