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Filter: Observability
Blog posts
VictoriaLogs Has Now a Long Term Support (LTS) Release
VictoriaLogs v1.52.1 is our first Long Term Support release. Enterprise users get 12 months of guaranteed security and bug fix backports, with no new features or breaking changes.
VictoriaMetrics September 2026 Ecosystem Updates
September release roundup brings new releases across the VictoriaMetrics ecosystem, plus the launch of VictoriaTraces in Cloud, completing our managed observability offering of metrics, logs, and traces stack.
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.
VictoriaMetrics August 2026 Ecosystem Updates
The VictoriaMetrics team shipped two core releases with important security fixes. The vmanomaly team shipped two updates with improved scaling and more efficient models. Plus, Tech Talks are back, this time demoing AI-assisted incident troubleshooting.
The Life of a Metric
Follow a single metric through its whole life inside VictoriaMetrics: born as a counter in your process, exported over the wire, given an identity and an inverted-index entry, written through an LSM tree, compressed into columnar blocks on disk, read back by a rate() query, downsampled as it ages, and finally deleted when retention runs out.
Observability's Sixth Sense: Grounding Anomaly Detection in Reality
Learn how VictoriaMetrics combines machine learning, MCP, and natural-language workflows to simplify observability with anomaly detection and reduce operational overhead.
What's new in VictoriaMetrics Anomaly Detection (Q2 2026)
The Q2 2026 vmanomaly update introduces Temporal Envelope, a redesigned UI, faster online-model execution, and an AI-assisted workflow that turns natural-language monitoring goals into tested configurations and alerting rules.
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.