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 Observability Blog
Author
- 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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- Benchmark
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- Customer Stories
- Developer Experience
- Distributed Tracing
- Events
- Go @ VictoriaMetrics
- High Cardinality
- Kubernetes
- Monitoring
- Observability
- Open Source Tech
- OpenTelemetry
- OTLP
- Performance
- Product News
- Tech Talk
- Time Series Database
- VictoriaLogs
- VictoriaTraces
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Filter: Victoriatraces
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.
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 at KubeCon Amsterdam: Community Highlights
VictoriaMetrics participated in KubeCon + CloudNativeCon Europe 2026 in Amsterdam. The team delivered multiple talks covering platform design, Kubernetes observability, and distributed tracing optimization. A real-world case study from Miro showcased a cost-efficient, AZ-aware observability architecture built with VictoriaMetrics. With a 15-person team on site, the booth saw strong interest from users tackling scaling, cost, and performance challenges. The company also hosted its first community after-party, “After Deploy,” co-organized with Varnish and Shipfox, extending discussions beyond the conference.
VictoriaMetrics at KubeCon: Optimizing Tail Sampling in OpenTelemetry with Retroactive Sampling
If you’ve been struggling with the high resource overhead of tail sampling, check out retroactive sampling, an approach that significantly reduces sampling overhead for distributed tracing in OpenTelemetry.
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.
VictoriaMetrics January 2026 Ecosystem Updates
January 2026 updates deliver quality of life improvements, performance optimizations, and tighter Kubernetes integration across the VictoriaMetrics Observability Stack.
Vibe coding tools observability with VictoriaMetrics Stack and OpenTelemetry
Learn how to add observability to Vibe Coding Tools using OpenTelemetry and the VictoriaMetrics Stack. This guide explains how to configure popular vibe coding tools to export their metrics telemetry and get insights about your vibe coding sessions.
Our latest updates across the VictoriaMetrics Observability ecosystem
The VictoriaMetrics ecosystem continues to evolve rapidly, and the latest updates bring meaningful improvements across metrics, logs, and traces. Read the announcement for details.
Announcing 1B+ Downloads & Product Development With Logs, Traces, Metrics
This year saw us blast past the 1 billion downloads on Docker, which is fueled by our customer-centric approach to software development and the introduction of new open source projects, such as our new database for traces. Read this blog post to learn more about our 2025 milestones.