Merge pull request #34 from VictoriaMetrics-Community/docs-update-2025-10-14

Updated embedded docs and blog posts

Author: Amper

cmd/mcp-victorialogs/resources/vm/docs/victorialogs/Articles.md

@@ -11,28 +11,60 @@ tags: []
 
 ## Third-party articles and slides
 
-* [Grepping logs remains terrible](https://chronicles.mad-scientist.club/tales/grepping-logs-remains-terrible/)
+Benchmarking and Comparisons:
+
 * [Victorialogs vs Loki - Benchmarking Results](https://www.truefoundry.com/blog/victorialogs-vs-loki)
-* [How to Extend Percona Monitoring and Management to Add Logging Functionality](https://www.percona.com/blog/how-to-extend-percona-monitoring-and-management-to-add-logging-functionality/)
-* [VictoriaLogs: an overview, run in Kubernetes, LogsQL, and Grafana](https://itnext.io/victorialogs-an-overview-run-in-kubernetes-logsql-and-grafana-88e0934a5ccd)
-* [VictoriaLogs: a Grafana dashboard for AWS VPC Flow Logs — migrating from Grafana Loki](https://itnext.io/victorialogs-a-grafana-dashboard-for-aws-vpc-flow-logs-migrating-from-grafana-loki-c0cc0f1c3186)
-* [VictoriaLogs: creating Recording Rules with VMAlert](https://itnext.io/victorialogs-creating-recording-rules-with-vmalert-f606c2b94c5e)
-* [AI: writing an MCP server for VictoriaLogs](https://itnext.io/ai-writing-an-mcp-server-for-victorialogs-b0c07ab5dda0)
-* [VictoriaMetrics: migrating VMSingle and VictoriaLogs data between Kubernetes clusters](https://itnext.io/victoriametrics-migrating-vmsingle-and-victorialogs-data-between-kubernetes-clusters-23d0cba27cda)
-* [Vector.dev: introduction, AWS S3 logs, and integration with VictoriaLogs](https://itnext.io/vector-dev-introduction-aws-s3-logs-and-integration-with-victorialogs-d3585d7d9218)
-* [VictoriaLogs Source Reading](https://medium.com/@waynest/victorialogs-source-reading-833db3e8511b)
 * [VictoriaLogs: The Space-Efficient Alternative to Elasticsearch for Log Management](https://medium.com/@kienlt.qn/victorialogs-the-space-efficient-alternative-to-elasticsearch-for-log-management-b9948f4ef05c)
-* [Centralized Logging with VictoriaLogs: Powering Up Your Observability](https://medium.com/@veivxl/centralized-logging-with-victorialogs-powering-up-your-observability-0bf1cdfdb91b)
+* [Grafana vs. VictoriaLogs vs. Datadog: Real Engineers Weigh In on Observability Stacks](https://medium.com/@PlanB./grafana-vs-victorialogs-vs-datadog-real-engineers-weigh-in-on-observability-stacks-1699558e62c6)
+* [Grepping logs remains terrible](https://chronicles.mad-scientist.club/tales/grepping-logs-remains-terrible/)
+
+Kubernetes Deployment and Production:
+
+* [VictoriaLogs: an overview, run in Kubernetes, LogsQL, and Grafana](https://itnext.io/victorialogs-an-overview-run-in-kubernetes-logsql-and-grafana-88e0934a5ccd)
 * [Production Kubernetes Logging-VictoriaLogs](https://kiraniyer88.medium.com/production-kubernetes-logging-victorialogs-73ae858aa3e4)
 * [Kubernetes Monitoring — A Complete Solution](https://itnext.io/kubernetes-monitoring-a-complete-solution-part-1-architecture-eb5b998658d5)
 * [Kubernetes Monitoring — A Complete Solution, Part 8: Logging with VictoriaLogs](https://itnext.io/kubernetes-monitoring-a-complete-solution-part-8-logging-with-victorialogs-f17c44461034)
+* [Kubernetes Monitoring — A Complete Solution, Part 9: Talos Linux System Logs with VictoriaLogs and Vector](https://medium.com/@ryanjjacobs/kubernetes-monitoring-a-complete-solution-part-9-talos-linux-system-logs-with-victorialogs-and-65c1f1e44a23)
+* [VictoriaMetrics: migrating VMSingle and VictoriaLogs data between Kubernetes clusters](https://itnext.io/victoriametrics-migrating-vmsingle-and-victorialogs-data-between-kubernetes-clusters-23d0cba27cda)
+
+Integration and Data Collection:
+
+* [Vector.dev: introduction, AWS S3 logs, and integration with VictoriaLogs](https://itnext.io/vector-dev-introduction-aws-s3-logs-and-integration-with-victorialogs-d3585d7d9218)
+* [Using Vector and VictoriaLogs for Collect Switch Syslog](https://blog.vitalvas.com/post/2024/12/02/using-vector-and-victorialogs-for-collect-switch-syslog/)
+* [How to Extend Percona Monitoring and Management to Add Logging Functionality](https://www.percona.com/blog/how-to-extend-percona-monitoring-and-management-to-add-logging-functionality/)
+
+Grafana and Visualization:
+
+* [VictoriaLogs: a Grafana dashboard for AWS VPC Flow Logs — migrating from Grafana Loki](https://itnext.io/victorialogs-a-grafana-dashboard-for-aws-vpc-flow-logs-migrating-from-grafana-loki-c0cc0f1c3186)
+* [VictoriaLogs: creating Recording Rules with VMAlert](https://itnext.io/victorialogs-creating-recording-rules-with-vmalert-f606c2b94c5e)
+
+Architecture and Technical Deep Dives:
+
+* [VictoriaLogs Source Reading by Greptime](https://greptime.com/blogs/2025-02-27-victorialogs-source-reading-greptimedb)
 * [VictoriaLogs: What if logs management became simple and performant?](https://blog.ogenki.io/post/series/observability/logs/)
 
+Tutorials and Getting Started:
+
+* [Centralized Logging with VictoriaLogs: Powering Up Your Observability](https://medium.com/@veivxl/centralized-logging-with-victorialogs-powering-up-your-observability-0bf1cdfdb91b)
+
+AI and Automation:
+
+* [AI: writing an MCP server for VictoriaLogs](https://itnext.io/ai-writing-an-mcp-server-for-victorialogs-b0c07ab5dda0)
+* [Building a VictoriaLogs MCP Server with Kagent: A Complete Journey from Zero to POC](https://medium.com/@denismarshalltumakov/building-a-victorialogs-mcp-server-with-kagent-a-complete-journey-from-zero-to-poc-a3f49bdc57a9)
+
 ## Our articles
 
+Comparisons and Technical Explanations:
+
 * [Why VictoriaLogs is a better alternative to Grafana Loki?](https://itnext.io/why-victorialogs-is-a-better-alternative-to-grafana-loki-7e941567c4d5)
 * [How do open source solutions for logs work](https://itnext.io/how-do-open-source-solutions-for-logs-work-elasticsearch-loki-and-victorialogs-9f7097ecbc2f)
+
+Product Announcements and Features:
+
 * [VictoriaMetrics Efficiently Simplifies Log Complexity with VictoriaLogs](https://victoriametrics.com/blog/victoriametrics-efficiently-simplifies-log-complexity-with-victorialogs/)
-* [From Chaos to Clarity with VictoriaLogs](https://victoriametrics.com/blog/victoriametrics-tech-talk-stream-from-chaos-to-clarity-with-victorialogs/)
 * [VictoriaLogs Unleashed: Cluster Version Now Available for Exceptional, Linear Scaling](https://victoriametrics.com/blog/victorialogs-unleashed-cluster-version-now-available-for-exceptional-linear-scaling/)
 * [MCP Server Integration & Much More: What's New in VictoriaMetrics Cloud Q2 2025](https://victoriametrics.com/blog/q2-2025-whats-new-victoriametrics-cloud/)
+
+Tech Talks and Presentations:
+
+* [From Chaos to Clarity with VictoriaLogs](https://victoriametrics.com/blog/victoriametrics-tech-talk-stream-from-chaos-to-clarity-with-victorialogs/)