Production Blueprints

How it all actually connects

Real dev-to-production setups, diagrammed end to end: which tool talks to which, what each pipeline stage does, where deployments fail, and how to explain it in an interview.

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Delivery pipeline

.NET 8 + Angular 20 on Azure Windows VMs

Jenkins builds once in dev and publishes a versioned package to Nexus; Ansible AWX deploys it to IIS on Windows VMs across five environments.

GitHubJenkinsSonarQubeNexusJiraAnsible AWXAzure Windows VMIIS.NET 8Angular 20

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Delivery pipeline

Docker + Kubernetes: containers from commit to cluster

Jenkins builds and tests in dev, then containerises: Docker build, image pushed to Artifactory, release tagged in Nexus, rolled out to Kubernetes across four environments.

GitHubJenkinsSonarQubeNexusDockerArtifactoryKubernetes

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Cloud DevOps · Azure

DevOps on Azure: Azure DevOps to AKS

The Azure-native path from work item to running container: Boards and Repos, a multi-stage Azure Pipeline, images in ACR, deployment to AKS with environment approvals, and Key Vault and Azure Monitor around it.

Azure BoardsAzure ReposAzure PipelinesAzure ArtifactsACRAKSKey VaultAzure MonitorMicrosoft Entra ID

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Cloud DevOps · AWS

DevOps on AWS: CodePipeline to ECS

The AWS-native path from commit to running container: CodePipeline orchestrates CodeBuild and CodeDeploy, images live in ECR and run on ECS Fargate, with a separate AWS account per environment and automatic rollback on CloudWatch alarms.

GitHub / CodeCommitCodePipelineCodeBuildECRCodeDeployECS FargateSecrets ManagerCloudWatchIAM / STS

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Cloud DevOps · GCP

DevOps on Google Cloud: Cloud Build to GKE

The Google Cloud-native path from commit to cluster: Cloud Build builds, Artifact Registry stores, and Cloud Deploy promotes a release through dev, staging and prod GKE targets with approvals and rollback.

GitHubCloud BuildArtifact RegistryCloud DeployGKE / Cloud RunSecret ManagerCloud MonitoringIAM

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GitOps

Containers on Kubernetes with GitOps

CI builds and pushes the image, then Git becomes the source of truth: Argo CD pulls the desired state into the cluster, so every change is a reviewed commit and rollback is a git revert.

GitCI pipelineContainer registryHelmArgo CDKubernetes (AKS / EKS)IngressHPA

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Infrastructure as code

Infrastructure as code with Terraform

Every infrastructure change is a pull request: CI plans it, a person reviews the plan, and only then is it applied, with remote state locking and one state per environment.

GitCI runnerTerraformRemote stateAzure / AWSAnsible

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Networking

Three-tier app network in the cloud

How a request travels from a browser to a database: DNS, CDN and WAF, a load balancer, an app tier in a private subnet, and a data tier with no route to the internet.

DNSCDN / WAFLoad balancerSubnetsSecurity groups / NSGsNAT gatewayBastionDatabase

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Observability

Observability: metrics, logs and traces

How one incident is found and explained: metrics raise the alert, logs give the detail, traces show where the time went, and Alertmanager makes sure a person is paged.

PrometheusGrafanaLoki / ELKTempo / JaegerOpenTelemetryAlertmanagerPagerDuty / Slack

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Release engineering

Release strategies and rollback

Rolling, blue/green and canary releases compared: how traffic moves, what you watch, and the decision path that ends in either 100% or a rollback.

Load balancer / ingressKubernetesCI/CDMonitoringFeature flags

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Security

DevSecOps: security gates in the pipeline

Nine steps from a developer's laptop to production, with the security checks that each one adds: secret scan, SAST, dependency and image scanning, vault-injected secrets and DAST.

Git hooksCISonarQubeDependency scannerTrivyKey VaultDASTMonitoring

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Windows infrastructure

Windows enterprise: AD, WSUS and an IIS farm

Active Directory and Group Policy as the identity backbone, WSUS patching in rings, two IIS servers behind a load balancer, and event logs forwarded to one place.

Active DirectoryGroup PolicyDNSWSUSIISLoad balancerWindows Event ForwardingLog platform

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