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VictoriaMetrics Observability Blog
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Filter: Monitoring
Blog posts
The Year-2 Price Cliff: What Your Observability Stack Really Costs Over 3 Years
Why aggressive year-1 discounts in observability often lead to 2–3x renewal bills, plus a simple 3-year TCO framework and five questions to ask before signing.
VictoriaTraces in VictoriaMetrics Cloud: Complete Observability is Here
Announcing VictoriaTraces in VictoriaMetrics Cloud: managed distributed tracing with native OpenTelemetry support, LogsQL for powerful trace analysis, and integrations with Grafana and Jaeger for complete observability, offering predictable pricing and operational simplicity without the overhead of managing a tracing backend yourself.
What's New in VictoriaMetrics Cloud Q2 2026? Transparent Credits, Navigation Improvements, and a New Path for Cluster Tiers
Q2 2026 brought transparent credits reporting for prepaid billing, many navigation improvements across the console, progress on SOC 2, and a first look at the compute-based model that will reshape how VictoriaMetrics Cluster is sized and priced.
GPU Observability with the OpenLIT Collector and the VictoriaMetrics observability stack
Monitor NVIDIA, AMD, and Intel GPUs with the OpenLIT OpenTelemetry GPU Collector and the VictoriaMetrics stack: eBPF CUDA kernel tracing, OTel hardware semantic conventions, MetricsQL queries, recording rules, and alerts.
Observability for LLM Apps and Agents: OpenLIT SDK + VictoriaMetrics observability stack
See practical examples on monitoring LLM applications and Agents with OpenLIT and VictoriaMetrics observability stack. See real examples of the deployment manifests, alerting rules and Grafana dashboard.
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.
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.
What's New in VictoriaMetrics Cloud Q1 2026? Logs, MCP Server, Better Alerting, and... a Secret Project
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.
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.