Learn how #vmanomaly, its #MCP server, purpose-built skills, and an #LLM-powered UI copilot help engineers explore #telemetry, investigate anomalies, build #MetricsQL queries, select suitable models, apply business constraints, and validate configurations through natural language.

New #LTS Release (v1.148.0):
- 12 months of bug fixes & security patches for #Enterprise users
- More resilient backups, queues, and remote write
- Improved load balancing, #MetricsQL, and debugging tools
- Meet #vmestimator, our new #OpenSource tool for real-time metric cardinality estimation.

These AI-assisted workflows reduce configuration effort, support proactive issue detection, and keep engineers in control of validation and production deployment.

📖 Check out the full blog post

bit.ly/468ryuv

#monitoring #OpenTelemetry #OTel

📢 New #updates · 20 Jul #10.1

· victoriametrics v1.148.0 — Security updates, MetricsQL enhancements, Unix socket scraping added

Trying to get my head around VictoriaMetrics and MetricsQL in Grafana.

By integrating #telemetry into VictoriaMetrics Stack, you can create insightful dashboards and queries that address key questions about your AI-assisted development processes, utilizing MetricsQL for metrics and #LogsQL for #logs and traces.

Learn more in our latest blog post 👇
bit.ly/49tDRCQ

I'm getting better at Grafana. Turns out the issue is really not having nicely labeled metrics more than the inherent difficulty of promql/metricsql queries.

You inevitably end up with like 6 different exporters on some systems that you split in jobs due to various differences in refresh or […]