Medium

Cumhur M. Akkaya

he

Pinned

In

Stackademic

by

Cumhur M. Akkaya

·

Oct 17, 2025

Observability 3.0 AI-Powered APM = Claude(cloud-based)/Ollama(self-hosted)+MCP Server+n8n+Monitor…

In this hands-on guide, I’ll show to integrate AI with observability platforms. We’ll run with various LLM models and compare their result.

Observability 3.0 AI-Powered APM = Claude(cloud-based)/Ollama(self-hosted)+MCP Server+n8n+Monitor…

Pinned

Cumhur M. Akkaya

·

May 2, 2024

Deploying a Microservices App with RDS MySQL DB into a Kubernetes Cluster with High Availability…

Step by Step Full DevOps Project, we will create a Kubernetes Cluster with High Availability, Auto-Healing, Reliability, Auto Scaling…

Deploying a Microservices App with RDS MySQL DB into a Kubernetes Cluster with High Availability…

Pinned

Cumhur M. Akkaya

·

Nov 12, 2023

DevSecOps-2: Integrating and Running SonarQube into Azure Pipelines, and Examining The Test Results…

In this article series, I will talk about the installation, concepts, and usage of SonarQube, Trivy, OWASP Dependency Check, OWASP ZAP, and…

DevSecOps-2: Integrating and Running SonarQube into Azure Pipelines, and Examining The Test Results…

Pinned

Cumhur M. Akkaya

·

Jan 1, 2024

Mastering Argo CD: Understanding and Using Argo CD as a GitOps Continuous Delivery Tool with…

In this step-by-step tutorial series, you’ll gain in-depth knowledge of Argo CD, a powerful GitOps continuous delivery tool for Kubernetes…

Mastering Argo CD: Understanding and Using Argo CD as a GitOps Continuous Delivery Tool with…

Pinned

Cumhur M. Akkaya

·

Feb 19, 2023

Working with sensitive data-2: Using AWS Parameter Store and Ansible Vault together.

In this article, we’ll talk about how to use Ansible-vault and AWS SSM Parameter Store together. I’ll demonstrate how to use Ansible Vault…

Working with sensitive data-2: Using AWS Parameter Store and Ansible Vault together.

Cumhur M. Akkaya

·

May 3

How to Build an AI Chatbot with Amazon Bedrock and Amazon Lex: A Knowledge Base-Powered AI…

In this article, I share the setup steps for an AI-powered chatbot that I built for a cloud service provider company. The purpose of the…

How to Build an AI Chatbot with Amazon Bedrock and Amazon Lex: A Knowledge Base-Powered AI…

Cumhur M. Akkaya

·

Apr 20

End-to-End Google Vertex AI Architecture: RAG Engine, Vector Database, AI Search, Generative AI…

Many AI projects fall apart due to fragmented tools; in this article, I’ve explained how you can use Google Vertex AI as a single, unified…

End-to-End Google Vertex AI Architecture: RAG Engine, Vector Database, AI Search, Generative AI…

Cumhur M. Akkaya

·

Apr 12

Mastering Google Cloud Run: End-to-End CI/CD Pipeline Using Cloud Build, Cloud SQL, Artifact…

Stop managing servers — Learn how to deploy, automate, and scale applications on Google Cloud Run with a production-ready CI/CD pipeline…

Mastering Google Cloud Run: End-to-End CI/CD Pipeline Using Cloud Build, Cloud SQL, Artifact…

Cumhur M. Akkaya

·

Mar 29

Building HA Zabbix 7.4 Monitoring Stack with PostgreSQL, Patroni, Keepalived (VIP), HAProxy, etcd,

We'll build a production-grade, HA/DR-compliant monitoring platform based on Zabbix 7.4 using Patroni, etcd, Keepalive, HAProx, Postgresql

Building HA Zabbix 7.4 Monitoring Stack with PostgreSQL, Patroni, Keepalived (VIP), HAProxy, etcd,

Cumhur M. Akkaya

·

Feb 28

Observability 3.0: AI-Powered APM = Ollama (self-hosted)+n8n+ GrafanaToolServer+Observability Stack

We’ll create a VM (self-hosted LLM server) and run the LLMs on Olloma via Open WebUI to monitor the environment. We’ll do these step by…

Observability 3.0: AI-Powered APM = Ollama (self-hosted)+n8n+ GrafanaToolServer+Observability Stack

Cumhur M. Akkaya

Cumhur M. Akkaya

he

✦Multi-Cloud & Dev(Sec)Ops Engineer✦Technical Writer ✦AI Observability Consultant ✦AWS Community Builder ✦LinkedInCloudTop Voice ✦ linkedin.com/in/cumhurakkaya/

Following

Help

Status

About

Careers

Press

Blog

Store

Privacy

Rules

Terms

Text to speech