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  • Ansible Real-World Project: Deploy a Production Web App from Zero (Terraform + Ansible + CI/CD)

    calendar Oct 16, 2026 · 9 min read  ·
    Last Modified : Oct 16, 2026
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    Ansible Real-World Project: Deploy a Production Web App from Zero (Terraform + Ansible + CI/CD)

    Introduction Most Ansible tutorials stop at "install nginx". This one does not. We are going to build what a real team ships: 1 ┌─────────────┐ 2 users ──HTTPS──▶ │ lb-1 │ nginx · Let's Encrypt · upstream = app servers 3 └──────┬──────┘ 4 ┌──────────┴──────────┐ 5 ┌──────▼──────┐ ┌──────▼──────┐ 6 │ app-1 …


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  • AWS Global Accelerator Step by Step - Two Static Anycast IPs in Front of Load Balancers in Two Regions, Listeners, Endpoint Groups, Traffic Dials, Weights, Client IP Preservation and Pricing (Part 23)

    calendar Oct 15, 2026 · 16 min read  ·
    Last Modified : Oct 15, 2026
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    AWS Global Accelerator Step by Step - Two Static Anycast IPs in Front of Load Balancers in Two Regions, Listeners, Endpoint Groups, Traffic Dials, Weights, Client IP Preservation and Pricing (Part 23)

    Part-22 kept traffic inside AWS with PrivateLink. This Part-23 is about the opposite direction: users on the public internet, anywhere in the world, reaching an application that runs in more than one region - and reaching the closest healthy copy through one fixed pair of IP addresses. I build it the way I did in the …


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  • Run an Ansible Lab on Your Laptop with Docker (Mac, Windows, Linux)

    calendar Oct 15, 2026 · 7 min read  ·
    Last Modified : Oct 15, 2026
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    Run an Ansible Lab on Your Laptop with Docker (Mac, Windows, Linux)

    Introduction The number one reason people give up on learning Ansible is not Ansible. It is the lab. "I need three servers", "I don't have a cloud account", "my free tier expired", "the IPs changed again". So for my Ansible course I built a lab that runs entirely on your laptop, …


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  • AWS Bedrock + Claude + MCP Server - Build a Production AI Agent That Never Holds a Database Password (Teleport, RDS PostgreSQL, Terraform)

    calendar Oct 14, 2026 · 18 min read  ·
    Last Modified : Oct 15, 2026
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    AWS Bedrock + Claude + MCP Server - Build a Production AI Agent That Never Holds a Database Password (Teleport, RDS PostgreSQL, Terraform)

    Disclosure - this post and the video are sponsored by Teleport. The architecture, the code and the opinions are entirely my own - I built and ran everything shown here myself, and the parts that broke are in here too. 👉 Want to build this yourself? Start with Teleport's agentic identity and access control page (the …


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  • VPC Subnet Planner - a Free Visual Tool to Design AWS, Azure and GCP Networks: Reserved Addresses, Aligned Multi-AZ Subnets, Overlap Check, Design Review and Terraform Export (cidrsubnet) - How I Built It and What Broke

    calendar Oct 12, 2026 · 18 min read  ·
    Last Modified : Oct 12, 2026
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    VPC Subnet Planner - a Free Visual Tool to Design AWS, Azure and GCP Networks: Reserved Addresses, Aligned Multi-AZ Subnets, Overlap Check, Design Review and Terraform Export (cidrsubnet) - How I Built It and What Broke

    Every time I record a VPC video the same question comes back in the comments: "how did you decide on 10.0.1.0/24 for the public subnet and 10.0.2.0/24 for the private one?" The honest answer for a demo is "it was easy to type". The honest answer for a real environment is a lot longer, and I never …


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  • Azure VNet Peering Step by Step - Connect Two Virtual Networks with Different CIDR Ranges, Route Tables, the Four Peering Settings Explained, Test with Two Private VMs over Bastion, Delete and Watch It Break, Pricing, Limits, CLI and Terraform (Azure Networking Part-4)

    calendar Oct 11, 2026 · 22 min read  ·
    Last Modified : Oct 11, 2026
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    Azure VNet Peering Step by Step - Connect Two Virtual Networks with Different CIDR Ranges, Route Tables, the Four Peering Settings Explained, Test with Two Private VMs over Bastion, Delete and Watch It Break, Pricing, Limits, CLI and Terraform (Azure Networking Part-4)

    In Part-1 we built one virtual network with subnets, a network security group and a route table. Real environments never stop at one - you end up with a dev VNet, a test VNet, a hub with the firewall, a spoke per team - and the first question is always the same: how does a VM in VNet A talk to a VM in VNet B …


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  • Real-Time DevOps Project - Deploy a Python Flask REST API with MySQL RDS on AWS Using Terraform and Jenkins, Step by Step (Jenkins on EC2 in eu-west-1, App and Database in eu-central-1, ALB, ACM, Route 53, Custom Domain with HTTPS)

    calendar Oct 11, 2026 · 29 min read  ·
    Last Modified : Oct 11, 2026
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    Real-Time DevOps Project - Deploy a Python Flask REST API with MySQL RDS on AWS Using Terraform and Jenkins, Step by Step (Jenkins on EC2 in eu-west-1, App and Database in eu-central-1, ALB, ACM, Route 53, Custom Domain with HTTPS)

    This is the project video people keep asking me to write up - a real, end-to-end DevOps pipeline with nothing mocked: a Jenkins server that Terraform builds in one AWS region, a Jenkins pipeline that runs Terraform to build a second region, and at the end a Python Flask REST API talking to MySQL on RDS, behind an …


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  • Stop Building Stateless AI Chatbots - Build a Durable Kubernetes Incident Agent with Trigger.dev chat.agent, Next.js, the Vercel AI SDK and Human-in-the-Loop Approvals (OOMKilled Demo on minikube and EKS)

    calendar Oct 11, 2026 · 30 min read  ·
    Last Modified : Oct 11, 2026
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    Stop Building Stateless AI Chatbots - Build a Durable Kubernetes Incident Agent with Trigger.dev chat.agent, Next.js, the Vercel AI SDK and Human-in-the-Loop Approvals (OOMKilled Demo on minikube and EKS)

    Disclosure - this post and the video are sponsored by Trigger.dev. The architecture, the code and the opinions are entirely my own - I built and tested everything shown here myself, and the parts that broke are in here too. 👉 Want to build this yourself? Start with the Trigger.dev Chat Agent documentation (the link …


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  • Amazon EBS Volumes Step by Step - Volume Types Compared (gp3, gp2, io2 Block Express, st1, sc1), Create, Attach, Format and Mount a Volume, Resize Without Downtime, Snapshots, Encryption, Multi-Attach, Pricing and Troubleshooting (AWS Part-20)

    calendar Oct 10, 2026 · 21 min read  ·
    Last Modified : Oct 10, 2026
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    Amazon EBS Volumes Step by Step - Volume Types Compared (gp3, gp2, io2 Block Express, st1, sc1), Create, Attach, Format and Mount a Volume, Resize Without Downtime, Snapshots, Encryption, Multi-Attach, Pricing and Troubleshooting (AWS Part-20)

    Every EC2 instance we have launched in this series had a disk, and we never looked at it. That disk is an Amazon EBS volume, and in this Part-20 we are going to give it the attention it deserves - because storage is where the two expensive mistakes live: picking the wrong volume type (slow or overpriced) and losing …


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  • Amazon Route 53 Step by Step - Hosted Zones, Record Types, Alias Records, Point a Domain at an ALB, Routing Policies (Weighted, Latency, Failover, Geolocation), Health Checks, Private Zones and Pricing (AWS Part-15)

    calendar Oct 10, 2026 · 17 min read  ·
    Last Modified : Oct 10, 2026
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    Amazon Route 53 Step by Step - Hosted Zones, Record Types, Alias Records, Point a Domain at an ALB, Routing Policies (Weighted, Latency, Failover, Geolocation), Health Checks, Private Zones and Pricing (AWS Part-15)

    Everything we built so far answers on an ugly name - jhooq-web-alb-1234567890.eu-central-1.elb.amazonaws.com. Users need www.jhooq.com, and that is DNS. Amazon Route 53 is the AWS DNS service - a domain registrar, an authoritative DNS server with a 100% availability SLA, health checks, and the routing policies that …


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Categories

TERRAFORM 65 AWS 44 DOCKER 28 KUBERNETES 27 ANSIBLE 14 HELM CHART 11 BLOGGING 6 GOOGLE CLOUD 6 SSL 6 DEVOPS 5 SPRING BOOT 5 AZURE 4 GITHUB 4 QUARKUS 4
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AI1 ANSIBLE14 AWS44 AZURE4 BLOGGING6 DEVOPS5 DOCKER28 GITHUB4 GOOGLE CLOUD6 GRADLE1 HADOOP1 HELM CHART11 HIBERNATE1 JENKINS2 KUBERNETES27 KUBESPRAY3 LINUX COMMANDS1 NGINX2 PROMETHEUS-GRAFANA3 QUARKUS4 SPRING BOOT5 SSL6 TERRAFORM65 VAGRANT3
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TERRAFORM 63 AWS 33 DOCKER 28 KUBERNETES 27 ANSIBLE 13 HELM CHART 11 GOOGLE CLOUD 6 AZURE 4 DEVOPS 4 JENKINS 2 AI 1 LINUX COMMANDS 1

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KUBERNETES 19 HELM CHART 10 BLOGGING 4 QUARKUS 4 DOCKER 3 GITHUB 3 SSL 3 KUBESPRAY 2 SPRING BOOT 2 ANSIBLE 1 HADOOP 1 INDEX 1 NGINX 1 TERRAFORM 1

Recent Posts

  • Ansible Real-World Project: Deploy a Production Web App from Zero (Terraform + Ansible + CI/CD)
  • AWS Global Accelerator Step by Step - Two Static Anycast IPs in Front of Load Balancers in Two Regions, Listeners, Endpoint Groups, Traffic Dials, Weights, Client IP Preservation and Pricing (Part 23)
  • Run an Ansible Lab on Your Laptop with Docker (Mac, Windows, Linux)
  • AWS Bedrock + Claude + MCP Server - Build a Production AI Agent That Never Holds a Database Password (Teleport, RDS PostgreSQL, Terraform)
  • VPC Subnet Planner - a Free Visual Tool to Design AWS, Azure and GCP Networks: Reserved Addresses, Aligned Multi-AZ Subnets, Overlap Check, Design Review and Terraform Export (cidrsubnet) - How I Built It and What Broke
  • Azure VNet Peering Step by Step - Connect Two Virtual Networks with Different CIDR Ranges, Route Tables, the Four Peering Settings Explained, Test with Two Private VMs over Bastion, Delete and Watch It Break, Pricing, Limits, CLI and Terraform (Azure Networking Part-4)
  • Real-Time DevOps Project - Deploy a Python Flask REST API with MySQL RDS on AWS Using Terraform and Jenkins, Step by Step (Jenkins on EC2 in eu-west-1, App and Database in eu-central-1, ALB, ACM, Route 53, Custom Domain with HTTPS)
  • Stop Building Stateless AI Chatbots - Build a Durable Kubernetes Incident Agent with Trigger.dev chat.agent, Next.js, the Vercel AI SDK and Human-in-the-Loop Approvals (OOMKilled Demo on minikube and EKS)

Rahul Wagh

Jhooq
Its all about Open Source and DevOps, here I talk about Kubernetes, Docker, Java, Spring boot and practices.
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