VictoriaMetrics July 2026 Ecosystem Updates
VictoriaMetrics July updates bring a new LTS release, vmestimator, and a set of improvements across the stack that make operations simpler and observability more practical.
VictoriaMetrics Observability Blog
Pablo Fernandez
- Alexander Marshalov
- Aliaksandr Valialkin
- Artem Navoiev
- Denys Holius
- Derek Foster
- Diana Todea
- Dmytro Kozlov
- Fred Navruzov
- Ivan Yatskevich
- Jan Sokol
- Jean-Jerome Schmidt-Soisson
- Jose Gomez-Selles
- Marc Sherwood
- Mathias Palmersheim
- Nikolay Khramchikhin
- Pablo Fernandez
- Phuong Le
- Roman Khavronenko
- Vadim Alekseev
- Yurii Kravets
- Zakhar Bessarab
- Zhu Jiekun
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Filter: Pablo Fernandez
Announcing vmestimator: Real-time Cardinality Estimations for VictoriaMetrics and Prometheus
vmestimator is a new open-source tool that estimates metric cardinality in real time. It can alert to high-cardinality spikes before they slow queries and increase resource usage. Works with any Prometheus-compatible setups, Grafana, and vmalert
VictoriaMetrics 2026 Mid Year Roundup
Take a look at what we shipped in the first half of 2026 across VictoriaMetrics: metrics, logs, traces, and cloud,with improvements in performance, scalability, and usability.
VictoriaMetrics May 2026 Ecosystem Updates
May 2026 VictoriaMetrics release roundup: v1.144.0 brings 15 bug fixes and 9 UX improvements for reliability and observability, while v1.143.0 adds native Prometheus histogram ingestion support across vmagent, vmsingle, and vminsert. Also includes the first LTS release for VictoriaMetrics Operator.
How Airbnb Built a High-Volume Metrics Pipeline with OpenTelemetry and vmagent
Learn how Airbnb rebuilt its observability pipeline with OpenTelemetry and vmagent to handle over 100 million samples per second, reduce cost by 10x, and simplify high-scale metrics aggregation.
Multi-tiered Observability: A Practical Way to Handle Diverse Workloads
Discover multi-tier observability architecture with VictoriaMetrics OSS. Learn how to isolate default, high-cardinality, and business-critical workloads into separate tiers with optimized retention periods, ingestion resolution, cardinality limits, alerting policies, and cost controls.
VictoriaMetrics April 2026 Ecosystem Updates
VictoriaMetrics April 2026 release round‑up: heads up about critical VictoriaMetrics bugfixes in v1.141.0–v1.142.0, and explore new VictoriaLogs features including Splunk ingestion and advanced LogsQL tooling.
Not All Telemetry Requires Premium Pricing
Reduce observability costs with hybrid strategies: prioritize revenue-driving signals in SaaS, self-host high-volume telemetry. Cut bills 3-12x without losing visibility.
VictoriaMetrics March 2026 Ecosystem Updates
March 2026 VictoriaMetrics Stack releases deliver Grafana Cardinality Explorer, VMUI pagination, JWT auth enhancements, log UI sidebar, and Kubernetes log enrichment for scalable observability. Upgrade now for better UI usability, query performance, and production-ready monitoring workflows.
Observability Lessons From OpenAI
OpenAI applies observability to autonomous AI agents using the VictoriaMetrics Stack and OpenTelemetry. Learn to build your own local setup with metrics, logs, and traces that help LLMs test, benchmark, and iterate autonomously.