- Blog /
- VictoriaMetrics Tech Talk Stream: A Deep Dive into Blackbox Monitoring

Join us for the first stream of our brand new monthly tech talk series, where we’ll dive deep into the world of monitoring and observability.
Tech Talk #1: A Deep Dive into Blackbox Monitoring
Do you have any blackboxes that do not provide any monitoring data except for letting you know things are broken? Do you wish you had a way to know your systems were healthy without the constant vigilance?
Join our tech talk to discover how blackbox monitoring can give you peace of mind. Then join us for a tech talk on Blackbox Monitoring where we’ll explore how to gain valuable insights into your application’s health and performance from an external perspective.
Here’s a sneak peek of what we’ll cover:
This talk is perfect for:
Don’t miss out! Join us and learn how to stop babysitting your dashboards and gain peace of mind knowing your applications are running smoothly.
Tune in on our YouTube Channel! 🔔
Save the date: January 30th, at 10 am PT / 6 pm GMT / 7 pm CET!
Add an event to your calendar: Google, Outlook, Apple.
Reduce observability costs with hybrid strategies: prioritize revenue-driving signals in SaaS, self-host high-volume telemetry. Cut bills 3-12x without losing visibility.
Q1 2026 brought incremental but important updates to VictoriaMetrics Anomaly Detection: UI improvements, AI assistance inside the UI, a public traces playground, new false-positive reduction controls, and continued resource optimizations.
VictoriaMetrics participated in KubeCon + CloudNativeCon Europe 2026 in Amsterdam. The team delivered multiple talks covering platform design, Kubernetes observability, and distributed tracing optimization. A real-world case study from Miro showcased a cost-efficient, AZ-aware observability architecture built with VictoriaMetrics. With a 15-person team on site, the booth saw strong interest from users tackling scaling, cost, and performance challenges. The company also hosted its first community after-party, “After Deploy,” co-organized with Varnish and Shipfox, extending discussions beyond the conference.
Q1 2026 brought VictoriaLogs GA, a hosted MCP Server, a brand new cost calculator, a major expansion of alerting rule presets with a new editor, infrastructure improvements, notifications via generic webhooks and a few things we are cooking.