Engineering Insights

Real cost breakdowns, migration war stories, and technical decisions that worked (and didn't).

Harden WordPress with Cloudflare Free Plan Using Terraform
DevOps, IaC8 min

Harden WordPress with Cloudflare Free Plan Using Terraform

Maximize Cloudflare’s Free tier for WordPress using OpenTofu/Terraform. Learn how to provision 77+ resources, including WAF rules, Cache Rules, and security headers, via Infrastructure as Code - without spending a dime.

WordPressCloudflare
May 13, 2026
Run Ansible Playbook From Terraform: Provision and Configure EC2 in AWS
DevOps, IaC3 min

Run Ansible Playbook From Terraform: Provision and Configure EC2 in AWS

Combine Terraform and Ansible to fully automate AWS Bastion Host deployment. This project provisions EC2 infrastructure and configures it with Docker/Compose v2 in one single, repeatable IaC workflow.

TerraformAnsible
May 3, 2026
Infrastructure as Code: 5 Best Practices for Scale
IaC4 min

Infrastructure as Code: 5 Best Practices for Scale

Stop clicking in the console. Learn the 5 non-negotiable best practices for scaling your Infrastructure as Code using Terraform.

TerraformIaC
May 3, 2026
CI/CD Guardrails: Preventing Friday Deployments
CI/CD7 min

CI/CD Guardrails: Preventing Friday Deployments

Ship fast without breaking prod. Our 5 guardrails: change windows, policy-as-code, canary releases, SLO-based gating, and automated rollback.

CI/CDDevOps
May 3, 2026
GitOps Best Practices: ArgoCD vs Flux in Production
GitOps6 min

GitOps Best Practices: ArgoCD vs Flux in Production

From the three-repository pattern to progressive delivery with Argo Rollouts. Real-world GitOps architecture that eliminates drift and provides audit trails.

GitOpsArgoCD
May 3, 2026
Terraform State Management: Kill Local State
DevOps2 min

Terraform State Management: Kill Local State

Why committing .tfstate to Git is a security disaster. A guide to setting up robust S3+DynamoDB remote backends with encryption and locking.

TerraformSecurity
May 3, 2026
Zero-Downtime Database Migration: Our Playbook
Database3 min

Zero-Downtime Database Migration: Our Playbook

Migrating a 2TB database is easy if you can take 8 hours of downtime. Migrating it with zero downtime is an art form—here’s the expand/contract playbook.

DatabaseMigration
May 3, 2026
Multi-Cloud vs. Cloud-Agnostic: The Difference Matters
Strategy3 min

Multi-Cloud vs. Cloud-Agnostic: The Difference Matters

Running on two clouds usually means double the pain. True portability comes from open standards (K8s, Terraform) and abstraction layers, not just multiple accounts.

StrategyMulti-Cloud
May 3, 2026
Kubernetes Migration Failures: Top 5 Technical Mistakes
Migrations3 min

Kubernetes Migration Failures: Top 5 Technical Mistakes

Migrations don't fail because of K8s; they fail because of assumptions. From OOMKills to 'flat network' traps, here are the technical reasons migrations blow up.

MigrationKubernetes
May 3, 2026
Why We Don’t Use Managed PaaS (And When You Should)
Architecture3 min

Why We Don’t Use Managed PaaS (And When You Should)

PaaS feels like magic until the bill hits $10k. We analyze the 'PaaS Tax', the observability black box, and when it makes sense to migrate to your own ECS or K8s clusters.

ArchitecturePaaS
May 3, 2026
The Real Cost of Running Kubernetes on AWS (2025 Edition)
Cost Optimization4 min

The Real Cost of Running Kubernetes on AWS (2025 Edition)

EKS control plane costs are just the tip of the iceberg. A deep dive into hidden costs: cross-AZ traffic, NAT gateways, and unoptimized detailed technical breakdown.

KubernetesAWS
May 3, 2026