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Nine hands-on cloud builds, three per cloud, each aimed at a problem a company would pay for and each shipped through a real pipeline. They apply the service notes: 1. Azure Core Concepts, 1. AWS Cloud Concepts, 1. GCP Fundamentals, and the IaC notes in Infrastructure as Code.

The nine at a glance

Cloud Project The idea
Azure Regulated Landing Zone Hub-and-spoke with private-only networking, firewall-inspected traffic, and Azure Policy that blocks non-compliant deployments before they exist
Azure Resilient AKS Payments Platform Zone-redundant AKS in South Africa North, a warm standby region, health-based failover through Front Door, GitOps releases that roll back on their own
Azure Cost-Guarded Data Vault Tiered, immutable storage plus a FinOps engine that reads the daily cost export and fixes waste automatically
AWS Multi-Account Network Backbone Control Tower landing zone, central Transit Gateway, inspection VPC with Network Firewall, SCPs that make unsafe configurations impossible
AWS EKS Golden-Path Platform Multi-tenant EKS where teams ship via GitOps with signed images, Spot-first Graviton nodes managed by Karpenter, and self-aborting canary releases
AWS Resilient Data Estate Tiered S3, vault-locked backups, a restore path tested weekly, and cost data in Athena driving automatic cleanup
GCP Zero-Trust Landing Zone Organisation from Terraform: folders, Shared VPC, Private Service Connect, org policies and VPC Service Controls perimeters
GCP GKE Supply-Chain Platform GKE Autopilot and Cloud Run where only images built and attested by your pipeline may run, released through staged Cloud Deploy pipelines
GCP BigQuery FinOps Lake Billing export to BigQuery, a governed Cloud Storage lake with Autoclass and retention locks, Pub/Sub budget alerts triggering cleanup

Patterns That Repeat Across All Three Clouds

flowchart TD
    A[Landing zone: accounts / subscriptions / projects, guardrails as code] --> B[Network: hub and spoke, private only, inspected]
    B --> C[Platform: Kubernetes with GitOps]
    C --> D[Data: tiered, immutable, tested restores]
    D --> E[FinOps: cost data drives automatic cleanup]
    A -.-> F[Pipeline: IaC, scan, sign, deploy, roll back]
    C -.-> F
Theme AWS Azure GCP
Landing zone Control Tower, Organizations, SCPs Management groups, Azure Policy Folders, org policies
Central network Transit Gateway, inspection VPC, Network Firewall Hub VNet, Azure Firewall Shared VPC, Private Service Connect
Stop data leaving Endpoint policies, SCPs Private endpoints, Policy VPC Service Controls
Kubernetes EKS + Karpenter AKS (zone redundant) GKE Autopilot, Cloud Run
Release safety Canary that aborts itself Rollback on its own Staged Cloud Deploy
Supply chain Signed images Signed images Attested images, Binary Authorization
Immutable storage S3 Object Lock, Backup vault lock Immutable blob policies Bucket retention locks
FinOps Cost and Usage Report + Athena Cost Management export Billing export to BigQuery

Ideas Worth Remembering

  • Guardrails as code: make unsafe configurations impossible (SCPs, Azure Policy deny, org policy constraints) rather than discouraged
  • Hub and spoke: shared services and inspection in one place, workloads in isolated spokes (3. Azure Networking, 5. AWS Networking)
  • GitOps: Git is the source of truth for the cluster; the cluster pulls changes and can roll back (Orchestration Platforms)
  • Progressive delivery: canary releases that abort on bad metrics
  • Supply-chain security: build, sign or attest, verify at admission (3. Container Images and Build Tools)
  • Tested restores: a backup is not real until you have restored from it, so automate the test
  • Closed-loop FinOps: cost data triggers cleanup automatically (6. Azure Governance and Cost Management)
  • Regions in South Africa: AWS af-south-1 is the only AWS region in the country with three availability zones; Azure southafricanorth has a paired standby region; some services and instance types arrive later and cost more than in other regions

Delivering Them

Terraform as the common IaC, Bicep for Azure-native pieces, pipelines in GitHub Actions with OIDC (Terraform, CloudFormation, Bicep and ARM Templates, GitHub Actions).

Repositories

Each build is its own public repo:

Cloud Repo Focus
Azure regulated-landing-zone Hub-and-spoke landing zone in Terraform
Azure resilient-aks-payments-platform Zone-redundant AKS with warm standby
Azure cost-guarded-data-vault Immutable tiered storage + FinOps engine
AWS multi-account-network-backbone Control Tower, Transit Gateway, Network Firewall
AWS eks-golden-path-platform Multi-tenant EKS, Argo CD, Karpenter
AWS resilient-data-estate Tiered S3, vault-locked backups, weekly restore test
GCP zero-trust-landing-zone Org, Shared VPC, VPC Service Controls
GCP gke-supply-chain-platform GKE Autopilot + Cloud Run, attested images
GCP bigquery-finops-lake Billing to BigQuery, governed storage lake

More hands-on practice: aws-playground (about 60 AWS services via CLI, IaC and SDKs, with CloudFormation, CDK, Terraform and Pulumi compared) and vpc-playground (VPC Playground).