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Diagram showing CI/CD pipeline stages: code commit, build, unit tests, integration tests, security scans, artifact storage, deployment to staging, acceptance tests, production. v1.

Automated cloud instance backups: scheduled snapshots, incremental encrypted copies, versioned recovery points, alerts, and policy-driven retention for fast, reliable restoration.

CloudWatch dashboard displaying CPU, memory, network and disk IO graphs with highlighted alarms, 1-hour time window, rising CPU and error spikes, autoscaling events and indicators.

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Diagram: of Infrastructure as Code: cloud, servers, code, pipelines linked by arrows to show automated provisioning, versioned configuration, and repeatable, auditable deployments.

Diagram showing Docker containers and Nginx reverse proxy routing HTTP traffic mapping host ports, forwarding requests to backend services, with SSL termination and load balancing.

Diagram of automated container scaling: metrics-triggered orchestration adds or removes container instances to balance load, maintain performance and optimize resource usage. cloud

Kubernetes diagram showing nodes, Deployments, ReplicaSets and Pods; arrows for scheduling, scaling rolling updates and health checks; Service routing to ensure resilient delivery.

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Diagram showing Azure Virtual Network setup: resource groups, address space and subnets, NSGs, route tables, VNet peering, VPN/ExpressRoute gateway, and connected virtual machines.

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