Why Kubernetes, Terraform, and AWS Are Becoming Essential Cloud Skills in 2026 ☁️🚀
The cloud industry is changing fast. A few years ago, knowing how to launch a virtual machine was enough to get started with cloud computing. Today,…
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AWS VPC Networking Fundamentals: VPCs, Subnets, CIDR, Route Tables, IGW, and NAT Gateways
If you've provisioned a VPC from a Terraform module without fully internalising what each piece is doing, that's fine — right up until something bre…
Easily setup Vault for Cursor cloud agents
One of the easiest and most helpful features of Cursor is Cloud Agents. With often 1 click you can have an agent in an ephemeral environment that yo…
OIDC: Keycloak setup for ALB Gateway API
Introduction In my previous article , I tested using ALB CRDs to offload JWT validation for OIDC-based authentication to the Amazon EKS Kubernetes A…
Hey Dev Community — New Here!
Hey Dev Community! 👋 I’m Tejas, a DevOps Engineer from Bangalore, new to this platform. I work mostly with AWS, Kubernetes, Terraform, and Jenkins,…
I Deployed Google's Online Boutique on AWS EKS — Full Production Setup, Zero App Code Changes
The Setup Google's Online Boutique is an open-source 11-service e-commerce demo — Go, Python, Node.js, C#, and Java, all communicating over gRPC. It…
Daily Dose of DevOps — Terraform remote state explained
Terraform Remote State Explained Terraform is a powerful tool for infrastructure as code, but managing state files can be a complex task. The terraf…
Drift Detection Was Never the Hard Part — Here's What Production Teams Actually Need Next
When I started building tfdrift, the problem seemed simple: terraform plan tells you what changed, but not how much you should care . Severity class…
Terraform: The Future of Cloud Infrastructure Automation ☁️🚀
"Stop clicking. Start automating." Cloud infrastructure has transformed the way we build applications. But imagine creating dozens of servers, datab…
Multi region deployment with Terraform modules
The problem I was managing infrastructure across multiple regions a handful of virtual machines, one per region, each running the same service. The…
Infrastructure Drift: Detecting and Preventing It
Your Terraform says the firewall rule is A. The cloud console says it's B. Someone changed it manually and didn't tell anyone. This is infrastructur…
Day 13: Data Sources — Stop Hardcoding, Start Automating
Understanding Terraform Data Sources and Why They Matter Terraform data sources provide a way to query and reference existing resources in your AWS…
Your terragrunt (or terraform) plan is 4,000 lines. Only two of them matter.
You know the ritual. terragrunt run --all -- plan Then you scroll. Past forty units of Refreshing state… . Past the ninth identical count instance.…
Terraform Offline Provider Setup: Zero Downloads & Clean Repos with Local Mirrors
Terraform Offline Provider Setup Guide Using .terraformrc + .terraform.d for Zero-Download, Repo-Clean Infrastructure 1. The Problem By default, Ter…
Complete OCI Free Tier Infrastructure Guide - Part 01: Setup & Local Provider Mirror
Setting up Oracle Cloud Infrastructure (OCI) using Terraform gives you an automated, reproducible "Always Free" cloud environment. However, managing…
My Terraform Drift Pipeline Fixed the Change, Then Forgot It
My Terraform drift pipeline could detect a manual EC2 tag change, classify it as LOW, and run Terraform to remove it. Then the pipeline moved on. Th…
RAG Powered Apps with Amazon Bedrock, Part 2: Automating the RAG Pipeline with Terraform
Before you start: This picks up where Part 1 left off. From part 1, you would've learned how to setup a Bedrock Knowledge Base in the console. In ad…
I Added a Tag in AWS. Terraform Removed It Automatically.
I opened the AWS console, selected an EC2 instance, added a tag, and saved it. The tag did not exist in Terraform. The deployed infrastructure now s…
My Terraform Runner Destroyed Itself Mid-Apply
Originally published at woitzik.dev Disclosure: This post contains Amazon affiliate links (marked with *). If you buy through them, I earn a small c…
Terraform Vault Secrets: Fix Plaintext State Leaks
Originally published on kuryzhev.cloud Your Terraform state file might already be leaking every Vault secret you've ever provisioned — plaintext, un…
Event-Driven AWS Security Automation: Real-Time Detection and Remediation with Terraform and Pulumi
cloudguard-pro is an event-driven AWS security platform that detects and automatically remediates cloud misconfigurations. Seven Lambda functions, a…
Automating Dell PowerProtect Backup on AWS: A Terraform-Based Approach
Organizations running Dell PowerProtect backup on AWS face a recurring challenge: the multi-appliance ecosystem — PPDM (PowerProtect Data Manager),…
Terraform Should Not Deploy Into EKS. ArgoCD Should.
Many teams use Terraform to provision AWS and then keep going: Helm charts, namespaces, add-ons, even application manifests inside EKS. That looks e…
Something every senior engineer learns the expensive way:
LinkedIn Draft — Workflow (2026-07-28) Something every senior engineer learns the expensive way: Terraform DAGs at scale: when the graph becomes the…
Building TNP: Why I Built an Enterprise-Realistic DevOps Lab (Part 0)
🧭 This is Part 0 of a 10-part series documenting a self-built, enterprise-realistic DevOps lab — modeled after a fictional fintech company, not a pi…
Infrastructure as Code with Terraform: The Basics You Need to Know
What is Infrastructure as Code? Infrastructure as Code (IaC) is the practice of managing and provisioning infrastructure (servers, networks, databas…
Proving Zero Trust Actually Works: Entra ID + Cloudflare Access over Both OIDC and SAML
Most Zero Trust write-ups stop at "user signs in, user gets access." That's not where these integrations actually break. They break on group members…
Why Your CI Agent Can't Install pip
If you've ever set up a self-hosted CI/CD agent on a fresh Ubuntu image and hit pip: command not found or No module named pip , your first instinct…
Getting Started with Infrastructure as Code Using Terraform
What is Infrastructure as Code? Infrastructure as Code (IaC) lets you manage your cloud resources with configuration files instead of clicking aroun…
Build a Terraform provider for your side project's API (it's smaller than you think)
Writing a Terraform provider sounds like a big-company activity, something HashiCorp partners do with a team and a roadmap. In practice, if your API…