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VictoriaMetrics Anomaly Detection: 2025 Roadmap & Features (vmanomaly)
Discover the latest advancements in AI-driven monitoring with VictoriaMetrics. Fred Navruzov, Lead of the Anomaly Detection team, presents a comprehensive year-in-review for vmanomaly (part of the VictoriaMetrics Enterprise suite). This session dives into how we are making machine learning more accessible for SREs through new interactive tools and protocol integrations. Key Highlights: 2025 Recap: A look back at the major releases and improvements in vmanomaly. Interactive Playgrounds: A demo of our new environment for testing anomaly detection models before deployment. MCP Server Integration.
VictoriaMetrics 2025 Developer Experience: A Year in Review
2025 was a landmark year for VictoriaMetrics — defined not only by product improvements, new capabilities, and wider adoption, but by a strong and consistent presence across the global open-source and cloud-native ecosystem. Our mission has always been clear: to build open-source monitoring and observability solutions that are simple, reliable, and efficient for metrics, logs, and traces.
How Spotify R&D Migrated from Heroic to VictoriaMetrics at Massive Scale
How do you monitor tens of trillions of data points without building your own database?
VictoriaMetrics Virtual Meet Up - December 2025
Warm up VictoriaMetrics roadmap updates Spotify - Customer Story: "How & why we use VictoriaMetrics" Presenter: Lauren Roshore, Engineering Manager, Observability at Spotify.
Spotify's performance & control across large monitoring environments with VictoriaMetrics
When your active time series is in the billions and the total number of data points you need to monitor runs into the tens of trillions, you need a high-performance observability solution with operational simplicity. Streaming behemoth Spotify is one such case. Their observability team chose VictoriaMetrics as the fastest monitoring and observability solution on the market.
VictoriaMetrics Achieves Red Hat OpenShift Operator Certification
VictoriaMetrics has achieved Red Hat OpenShift Certification, awarded to Red Hat partners who meet requirements for delivering a scalable, supported, and secure operator designed for enterprise cloud deployments. VictoriaMetrics available on the Red Hat OpenShift OperatorHub The program certified VictoriaMetrics as a solution that allows for portability and operational efficiency across hybrid and multi-cloud environments.
Our latest updates across the VictoriaMetrics Observability ecosystem
We’re excited to announce a set of updates across the entire VictoriaMetrics open source products suite — including VictoriaMetrics, VictoriaLogs, VictoriaTraces, the VictoriaMetrics Kubernetes Operator. These improvements bring better performance, stronger security, enhanced metadata visibility, and a smoother experience when running observability at scale.