Operations | Monitoring | ITSM | DevOps | Cloud

This talk will examine the application of Artificial Intelligence and Machine Learning in observability. It will cover how AI/ML is being used to monitor systems, detect anomalies, and extract insights from telemetry data. The session will provide information on integrating AI/ML into observability pipelines, improving analytical capabilities, and system performance.

Curious as to what is new with VictoriaMetrics Cloud? In this video Jose covers: 1- Access Tokens - tenancy improvements 2- MCP Server integration 3- Direct code integration. New API lib 4- Lots of new integrations out of the box Resources for Further Learning.

Alex Marshalov explores the new VictoriaMetrics MCP Server. He moves beyond the hype to show what's truly possible today. The presentation offers a builder's perspective on integrating AI with time-series data, featuring a demo that showcases both the potential and the current realities (yes, there are some). See how we're thinking about solving complex monitoring challenges with AI. Resources for Further Learning.

Join us for this new monthly call, where we'll discuss cool features that are either new or that we'd like to highlight to the user community. We'll also look at some of the questions that were asked by users that could be of interest to others. We'll talk about how to optimise data collected by default in-stack helm chart, incl. topics such as: Cardinality explorer Stream aggregation Unused metrics And more! We look forward to seeing you there!

This time, we're diving into a critical component for operational excellence: vmalert. Effective alerting is the backbone of proactive monitoring, enabling teams to detect and respond to issues swiftly before they impact users. But setting up truly effective alerting – alerts that are reliable, actionable, and low-noise – requires understanding the tools and best practices.

It's the grand finale of our VictoriaLogs tech talk series! We'll consolidate everything learned from parts 1-3. VictoriaMetrics Co-founder Alex takes the virtual stage to provide the definitive wrap-up – reviewing key takeaways, addressing topics we didn't cover, clarifying what we got right, and transparently discussing what we could have explained better. Bring your questions for Alex in this interactive conclusion!

In the third episode we will guide you through efficiently ingesting and optimizing log pipelines with. We'll provide actionable insights on streamlining your processes, enhancing performance, and, most importantly, extracting valuable insights from your data to improve your operations, troubleshoot issues, and gain a competitive edge.

Preliminary Agenda: Warm up VictoriaMetrics Roadmap Update (Roman)

Join us for our second Tech Talk, where we’ll tackle log ingestion challenges and explore how VictoriaLogs makes log management effortless with the following: Modern infrastructure produces an overwhelming volume of log data, but traditional log management solutions struggle with scalability, performance, and cost.

Monitoring serves as a shield against the unknown, providing clarity through the complexity of distributed systems and hardware. However, monitoring itself can become a complex system, posing challenges when it fails.