Swarmwright

Decision frameworks for Azure OpenAI Service, Azure AI Search, AI Studio, Prompt Flow, Document Intelligence, Bot Service, RAG architecture patterns, and Responsible AI practices

Cloud architecture decision frameworks — WAF pillars, landing zones, compute selection, multi-region design, and disaster recovery patterns

Cost analysis frameworks — reservation strategies, right-sizing, Hybrid Benefit, budget management, TCO analysis, and cost allocation patterns

Azure application platform specialist — App Service, Functions, Container Apps, Static Web Apps, APIM, SignalR, Redis Cache, Storage, and Cosmos DB patterns

Infrastructure-as-code specialist for Azure — ARM/Bicep templates, Terraform azurerm provider, Azure CLI, deployment automation, DevOps pipelines, resource naming, tagging, and cost management

AKS specialist — cluster design, networking, security, Helm, KEDA autoscaling, ACR, monitoring, and GitOps with Flux or ArgoCD

Decision frameworks for Azure Machine Learning workspaces, compute, ML pipelines, MLflow, model registry, managed endpoints, AutoML, Responsible AI dashboard, Databricks integration, and AzureML SDK v2

Network architecture decisions — VNets, NSGs, load balancing, private connectivity, DNS, firewall, and hybrid networking patterns

Decision frameworks for Azure RBAC, Defender for Cloud, Key Vault, Azure Policy, network security, identity security, data encryption, and compliance posture design

End-to-end solution design — integration patterns, data flows, migration strategies, SLA composition, monitoring, and cost optimization

Decision frameworks for Microsoft Entra ID app registrations, OAuth 2.0 flows, managed identities, Microsoft Graph API, Conditional Access, B2B/B2C, and token configuration