Pablo (Tomas) Fernández

VictoriaMetrics 1.155.0 and 1.154.0 are here. Here's what shipped this month 👇 🟣 VictoriaMetrics v1.154.0 - Production-ready Single Sign-On (SSO) in vmauth. - Cancels queries when clients disconnect - Fix for a pure-Go zstd decompression panic. - 18 bug fixes and 3 security fixes. 🟣 VictoriaMetrics v1.155.0 Read the latest updates and discover what's new across the #VictoriaMetrics ecosystem. hubs.li/Q04DW5mB0

🇪🇸 VictoriaMetrics en Vivo in Valencia was awesome. Chad Crowell, CNCF Ambassador & Principal SRE at Akamai, presented “Multi-Tenant #Telemetry at Scale”. If you are running #OpenTelemetry and VictoriaMetrics in a multi‑team environment, or you are wondering when Kafka belongs in the middle of your metrics pipeline, this session will give you concrete patterns, #metrics to watch, and failure modes to anticipate before they wake you up at 3 a.m. Watch now: hubs.li/Q04CMcM_0 #OTel

Olá a todos em Lisboa! 🇵🇹 We're only 1 week away from @WebSummit Europe 2026 📍 Join us at the MEO Arena and Fil - Lisbon 📅 November 9-12 We look forward to connecting with the community, showcasing our latest innovations, and discussing everything from #metrics, #logs, and #traces to the latest in #OpenSource #observability. Looking forward to seeing you there! 🎉 hubs.li/Q04zjxTk0 #TechEvents #MonitoringSolutions #WebSummit

Olá a todos no Porto! 🇵🇹 #VictoriaMetrics is proud to be a Platinum Sponsor at @KCDPorto 2026 + #DevOps Days Portugal.  📍 Join us at the Super Bock Arena - Pavilhão Rosa Mota 📅 November 19-20 We look forward to connecting with the community, showcasing our latest innovations, and discussing everything from #metrics, #logs, and #traces to the latest in #OpenSource #observability. And don’t miss these talks: 🎤 Tracking Cardinality Explosions In Flight Presented by our Co-founder, @hagen1778,  This talk is about estimating cardinality in flight, while the metrics are still streaming in. The estimator runs as a separate pipeline alongside the storage, not inside it. A small estimator maintains a HyperLogLog sketch for each label dimension and publishes the results as ordinary metrics in the Prometheus exposition format. It receives data over remote-write and is scraped like any other target. 🗓️ Thursday, November 19th at 10:40 AM CET 📍 Critical Manufacturing Room hubs.li/Q04y5LVc0 🎤 Observing #Kubernetes Policies with Kyverno and VictoriaMetrics Presented by our DevRel, @dianavtodea, and @TechTalkingMom This talk presents a simple, technical workflow for observing Kubernetes policy behavior using Kyverno and VictoriaMetrics. Starting from a single validation policy, we show how policy evaluations and enforcement results are exposed as metrics, ingested into VictoriaMetrics and queried through a standard Prometheus-compatible API. A minimal dashboard is then used to inspect policy failures, affected namespaces and policy execution duration. The talk focuses on making policy enforcement observable using standard Kubernetes primitives and open metrics, without assuming prior experience with policy engines or observability systems. 🗓️ Friday,  November 20th at 09:40 AM CET 📍 Cleva Auditorium hubs.li/Q04y5LWG0 Looking forward to seeing you there! 🎉 hubs.li/Q04y5LXx0 #TechEvents #MonitoringSolutions

🚀 #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