Operations | Monitoring | ITSM | DevOps | Cloud

Vibe coding tools observability with VictoriaMetrics Stack and OpenTelemetry

AI-powered coding assistants have transformed how developers write software. Tools like Claude Code, OpenAI Codex, Gemini CLI, Qwen Code, and OpenCode have introduced what many call “vibe coding” — a new paradigm where users describe their intent and AI agents handle the implementation details. But as these tools become integral to development workflows, a critical question emerges: how do we understand what’s happening under the hood?

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.

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.

Announcing 1B+ Downloads & Product Development With Logs, Traces, Metrics

We’re currently at KubeCon + CloudNativeCon North America 2025 in Atlanta, and it’s a great opportunity to connect with the community and share some of the progress we’ve made this year. It’s been a busy period of development, new releases, and community engagement, all guided by our focus on delivering simple, reliable, and efficient monitoring & observability solutions.

AI Agents Observability with OpenTelemetry and the VictoriaMetrics Stack

Nowadays, AI agents are becoming more and more popular and often deployed as part of production systems. However, this rapid adoption brings unique observability challenges that require flexible solutions. On the one hand, AI agents are fundamentally just like any other software services that produce the same classic observability signals we’re familiar with: metrics, logs, and traces.

What's New in VictoriaMetrics Cloud Q3 2025? From new region in Asia to proactive alerts

The third quarter of 2025 has been a busy one for VictoriaMetrics Cloud! We expanded globally, polished the user experience, introduced new enterprise debugging tools, and delivered smarter alerts to help users make the most of their observability data. If you missed our Quarterly Live Update, don’t worry! You can watch the full recording here: Let’s recap what’s new in VictoriaMetrics Cloud this quarter.

How DreamHost Slashed Memory Usage by 80% and Scaled to 76 Million Time Series

For any growing business, there comes a point where the tools that once worked perfectly begin to show their limits. This is especially true for monitoring infrastructure. As your user base, services, and data volumes expand, the pressure on your monitoring stack intensifies. For web hosting leader DreamHost, with over 1.5 million websites to manage, their existing open-source solutions simply couldn’t keep up.