90 real cloud deployment
In this section
- Build Your Cloud Deployment SkillCreate your multi-cloud-deployer skill in one prompt, then learn to improve it throughout the chapter
- JIT Chapter 90: Real Cloud DeploymentDeploy AI agent services to production Kubernetes clusters on real cloud providers. Master the universal pattern: provision, connect, deploy.
- Beyond Docker DesktopWhy production deployments require real cloud infrastructure and the managed vs self-managed Kubernetes tradeoffs
- DigitalOcean Account & doctl SetupCreate a DigitalOcean account, install doctl CLI, and authenticate using API token
- Provisioning DOKS ClusterCreate a DigitalOcean Kubernetes cluster using doctl, understand cluster options, and connect kubectl
- Cloud Load Balancer & DNSUnderstand how cloud LoadBalancer services differ from local NodePort and configure DNS for real domains
- Deploying Task API to DOKSDeploy the complete Task API stack with Dapr, Traefik Ingress, and cert-manager TLS to DigitalOcean Kubernetes
- Production Secrets & ConfigurationManage secrets and configuration in cloud environments using Kubernetes Secrets, ConfigMaps, and cloud-native patterns
- Personal Cloud Lab - Hetzner + K3sSet up a budget-friendly ~$5/month personal Kubernetes lab using Hetzner Cloud and hetzner-k3s CLI
- Production Checklist & VerificationValidate cloud deployment against production readiness criteria including health checks, resource limits, and monitoring
- Same Patterns, Different CloudsDiscover that kubectl, Helm, Dapr, and Ingress commands are identical across cloud providers—only provisioning differs
- Capstone: Full Production DeploymentComplete an end-to-end production deployment using specification-first approach, producing a deployable Digital FTE component
Capstone: Resilient, Cost-Aware Task API
Integrate VPA, cost allocation, Velero backup, and chaos engineering into a production-ready Task API deployment with verified operational excellence
Build Your Cloud Deployment Skill
Create your multi-cloud-deployer skill in one prompt, then learn to improve it throughout the chapter