Pablo (Tomas) Fernández

🚀 #vmanomaly 1.30.7, 1.30.6, and 1.30.5  are out: Multivariate investigation and per-query business policies in the UI! What's new? 🔬 Multivariate investigation (experimental): compare related signals side by side and see a joint anomaly score per group ⚙️ Per-query business policies 🗂️ Shared autotune across queries 🚨 Jump from a firing alert straight to its anomaly results in the UI, with model, queries, and incident time range preselected (1.30.7) 🐳 Experimental Docker Hardened Images: fewer OS packages, no shell or package manager, for amd64 and arm64 (1.30.6) 🤖 #AI Copilot can now propose complete named-query sets, along with their policies, for you to review and approve. And more… Explore the new features and learn how to get started 👇 hubs.li/Q04Czshr0 #Monitoring #DevOps #Observability

🚀 VictoriaTraces 0.12.0 introduces VTUI: A new built-in UI for exploring traces!  You can now find a #trace, drill into its spans, and see what’s slowing down your application without any dependency on an external visualization platform. Try it out yourself in the playground: hubs.li/Q04Bclh70 Explore the new features and learn how to get started 👇 hubs.li/Q04Bclby0 #Monitoring #DevOps #Traces #Observability

🤖 Did you know @Nvidia and @CoreWeave use VictoriaMetrics for #monitoring? CoreWeave sells an AI cloud that includes #GPU clusters, managed Kubernetes, and storage. The company rents GPUs to AI labs for training and serving models. CoreWeave exposes infrastructure #telemetry to its customers as part of the platform, and the company describes its VictoriaMetrics deployment as one of the largest in the world. NVIDIA Cloud Functions (#NVCF) is NVIDIA’s platform for running GPU workloads as functions. You package an inference model, and NVCF routes requests to GPU workers that can serve it. NVIDIA’s self-managed edition brings the same platform to your own #Kubernetes clusters, and NVCF Release 1.0.1 ships with a single-node VictoriaMetrics chart as the default for #metrics storage. NVIDIA hasn’t said why it picked VictoriaMetrics as the default, but here are a few likely reasons 🪶 Simplicity: VictoriaMetrics runs as a single binary with no external dependencies. ⚡ Efficiency: A metrics store that uses less RAM and disk than Prometheus leaves more free resources on the cluster for work. 🛡️ Reliability: Metrics need to be reliable. If the backend is down, scaling stops. That makes VictoriaMetrics a critical moving part of NVCF. VictoriaMetrics is designed to survive unclean shutdowns without corrupting data and to restart in seconds. 📜 License: VictoriaMetrics is Apache 2.0 Curious how NVIDIA uses metrics to drive GPU autoscaling, and how CoreWeave plugged an AI agent into its metrics? 👉 Read the full blog post: hubs.li/Q04BV5LG0 #Observability

#VictoriaLogs now runs in production everywhere, and many teams running it have told us the same thing: everyone wants new features, but upgrading their logging backend every few weeks is hard. They want the mix of stability and up-to-date security that only #LTS releases can satisfy. We’re happy to announce VictoriaLogs v1.52.1, our first Long Term Support release for Enterprise logs users. The latest version brings: 📆 12 months of security and bug-fix backports 🛠️ #Go toolchain update 🔒 Deletion #API hardening 📤 #vlinsert shutdown ⚖️ Cluster rerouting 🛑 Query cancellation 🔀 Sort order 🐛 vlagent collection fixes Read the full blog post today hubs.li/Q04BV2lS0 #LogManagement #Logs

¡Enhorabuena, España! 🇪🇸🚀 VictoriaMetrics is heading to Torremolinos for @jotbconf 2026, and we're proud to be a Bronze Sponsor! 🥉 Our DevRel, @DianavTodea, will take the stage with her talk: 🎤 How to Defeat OTel’s Silent Killer: The Performance Overhead Ever watched your pipeline silently eat up CPU and memory, without any obvious errors? That's the silent killer of #OpenTelemetry: performance overhead. Excessive instrumentation, unoptimized exporters, and high-cardinality data can lead to resource spikes, latency, and unexpected costs. We'll break down the sources of OpenTelemetry overhead, show how to measure and visualize its impact, and walk through practical techniques for reducing it. From sampling strategies to batching, from smarter exporters to #backend tuning, the audience will learn in a live demo how to keep the benefits of #OTel without burning your infrastructure budget. By the end, attendees will have concrete strategies to optimize their own observability pipelines for both performance and cost. Where? 📍 Palacio de Congresos de Torremolinos, Malaga. Spain When?⏰ October 30th at 04:40 PM CEST Save your spot: hubs.li/Q04BzjM60 #Monitoring #metrics #techevents #DevOps

🚀 VictoriaMetrics September Product Updates are here, and this is what #vmestimator 0.1.16  provides: 📊 New churn ratio and churn interval metrics 📈 Improved #Cardinality Estimations dashboard Explore the new features and learn how to get started 👇 hubs.li/Q04BwhwC0 #Monitoring #DevOps #Observability

VictoriaMetrics 1.153.0 and  1.152.0 are here. Here's what shipped this month 👇 🚨 Skip pending state on vmalert restarts ⚡ Opt-in page cache hints for improved storage efficiency (try it & share feedback)”. 📋 HTTP headers in vmauth access logs 🧮 Accurate unused-metrics reporting in cluster 🛠️ 11 bug fixes, 3 security fixes, and more… Read the latest updates and discover what's new across the #VictoriaMetrics ecosystem. hubs.li/Q04BcgVV0 #Monitoring #DevOps #Prometheus

🇺🇸 Salt Lake City is Ready for the Observability Community! #VictoriaMetrics is a Silver Sponsor at #KubeCon North America 2026. Join us to explore the world of #observability and monitoring, including #logs, #traces & time-series #databases for Kubernetes users, and more. 📍 November 10–12 | Booth #218 🔹 Observability Day: November 9 | Table OBS7 🎤 Catch our talks & panel! 🔹 Observability Day | November 9 An Ode to Metrics: Is OpenTelemetry Moving Away from #Prometheus? @DianavTodea, our DevRel, together with Reese Lee 🕐 2:40–3:05 PM MST 📍 Observability Day | Room 2 🔹 OpenTelemetry ContribFest | November 10 Diana Todea will participate in the #OpenTelemetry ContribFest panel. 🕐 11:30 AM–12:50 PM MST 📍 Salt Palace | Level 2 | 255 D 🔹 KubeCon North America | November 11 Zero-Trust Telemetry: Stopping AI-Powered Poisoning Attacks on Observability Pipelines Diana Todea, together with Chad M. Crowell 🕐 4:10–4:40 PM MST 📍 Hyatt Regency | Level 2 | Salt Lake Ballroom DE 👉 hubs.li/Q04zQJTH0 (hubs.li/Q04zQJTH0) See you in Salt Lake City! #TechConference #OpenSource #CloudNativeCon