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The latest News and Information on Monitoring for Websites, Applications, APIs, Infrastructure, and other technologies.

coralogix

The End of Manual Instrumentation: Scaling Observability with OTel OBI & Coralogix

Apr 16, 2026 By Jonny Steiner In Coralogix
Traditionally, achieving deep visibility into distributed systems required significant trade-offs in engineering time. Collecting meaningful application metrics and traces required teams to embed language-specific agents, modify source code, or manage complex library dependencies across every service.
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VictoriaMetrics

VictoriaMetrics at KubeCon: Optimizing Tail Sampling in OpenTelemetry with Retroactive Sampling

Apr 16, 2026 By Zhu Jiekun In VictoriaMetrics
Last month, the VictoriaMetrics team gave a talk on retroactive sampling at KubeCon Europe 2026. By writing this blog post, as a transcript of the session, we want to explain how retroactive sampling reduces outbound traffic, CPU, and memory usage in the data collection pipeline significantly compared to tail sampling in OpenTelemetry.
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netdata

Smarter Alert Management: Test on Historical Data, Review Transitions, and Preview Silencing Schedules

Apr 16, 2026 By Shyam Sreevalsan In netdata
Alert fatigue usually isn’t caused by one thing. It’s the accumulation of thresholds that are slightly too sensitive, alerts that fire during known maintenance windows, and historical patterns that nobody has the tools to review easily. Fixing it requires better visibility into how alerts actually behave over time, and a way to test changes before they hit production. We’ve shipped three improvements to alerting in Netdata that address different parts of this problem.
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logicmonitor

The Edwin AI Agent Orchestrator: Coordinated Incident Investigation Across the Tools You Already Use

Apr 16, 2026 By LogicMonitor In LogicMonitor
Edwin AI’s Agent Orchestrator keeps incident investigation, context, and response aligned as work moves across tools, eliminating the manual handoffs that slow resolution. Every major incident has two timelines running in parallel. The first is the incident itself—services degrading, users affected, business impact accumulating. The second is quieter and just as costly: engineers switching tabs, re-explaining context to new responders, moving notes from one tool to another by hand.
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Building a Unified Enterprise Observability Strategy Webinar

Apr 16, 2026 By SquaredUp In Squared Up
Join Graham Davies, Technical Product Manager at SquaredUp as he provides a practical guide to breaking down data silos between IT, operations and the business. In this session, Graham digs into why dashboard and tool sprawl is making decisions harder, not easier, and shows you a practical framework for building a single source of truth your whole organisation can rely on.
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Sentry Built AI Dashboards: Monitor Your AI Agents End-to-End

Apr 16, 2026 By Sentry In Sentry
Building AI applications? There's a lot more to monitor beyond errors. With tracing enabled, Sentry's built-in AI Dashboards give you deep visibility into how your agents are actually performing. This video walks through three key dashboard views: You'll also see how to drill from a dashboard widget straight into the trace explorer to pinpoint the root cause of errors, how to duplicate and customize dashboards to fit your needs, and how to set up monitors with alert thresholds - like getting notified if your LLM calls exceed 20 seconds.
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