Prompts

Multi-Cloud Architecture

Design multi-cloud architectures with abstraction layers, data replication, identity federation, networking, and vendor management strategies.

Serverless Architecture Patterns

Design serverless architectures with event-driven patterns, function composition, state management, and cold start optimization strategies.

Edge Deployment Strategy

Design edge deployment strategies with fleet management, progressive rollouts, remote updates, and rollback mechanisms for distributed nodes.

Edge Compute Architecture

Design edge compute architecture with workload placement, data synchronization, connectivity patterns, and edge-cloud coordination.

Container Registry Management

Design container registry architecture with access control, vulnerability scanning, image lifecycle, replication, and promotion workflows.

Docker Compose for Development

Design Docker Compose development environments with service orchestration, volume mounts, networking, and parity with production.

Docker Security Best Practices

Design Docker security with image hardening, runtime protection, vulnerability scanning, secret management, and supply chain security.

Docker Multi-Stage Build Design

Design Docker multi-stage builds with layer optimization, build caching, security hardening, and production image minimization strategies.

Infrastructure Drift Detection

Design infrastructure drift detection systems with scheduled scans, remediation workflows, compliance reporting, and alerting strategies.

Pulumi Infrastructure Patterns

Design Pulumi infrastructure with component resources, stack references, policy packs, automation API, and multi-language patterns.

Terraform Advanced Patterns

Advanced Terraform patterns including dynamic blocks, complex data transformations, provider configurations, and state manipulation techniques.

Terraform Security Patterns

Design Terraform security patterns with policy-as-code, secret management, provider authentication, and compliance automation.

Terraform CI/CD Pipeline

Design Terraform CI/CD pipelines with plan-apply workflows, approval gates, drift detection, and safe automation patterns.

Terraform Testing Strategy

Design Terraform testing with validation, linting, unit tests, integration tests, contract tests, and end-to-end infrastructure validation.

Terraform Workspace Strategy

Design Terraform workspace strategies with environment isolation, variable management, and promotion workflows across dev, staging, and prod.

Terraform State Management

Design Terraform state management with remote backends, state locking, workspace isolation, state migration, and disaster recovery.

Terraform Module Architecture

Design Terraform modules with composition patterns, input validation, output contracts, versioning, and documentation standards.

Kubernetes Troubleshooting Guide

Systematic Kubernetes troubleshooting covering pod failures, networking issues, storage problems, and cluster-level diagnostics.

Kubernetes Observability

Design Kubernetes observability with Prometheus, Grafana, distributed tracing, log aggregation, and SLO-based alerting strategies.

Kubernetes GitOps (ArgoCD/Flux)

Design GitOps workflows with ArgoCD or Flux for Kubernetes deployments, multi-cluster sync, secrets handling, and progressive delivery.

Helm Chart Architecture

Design Helm charts with template patterns, dependency management, values schema, testing strategies, and chart repository management.

Kubernetes Operator Design

Design Kubernetes Operators with custom resources, controller patterns, reconciliation loops, and operator lifecycle management.

Kubernetes Security Deep Dive

Design Kubernetes security with pod security standards, RBAC, network policies, secrets management, and supply chain security.

Kubernetes Autoscaling Strategy

Design Kubernetes autoscaling with HPA, VPA, KEDA, cluster autoscaler, and custom metrics for efficient resource utilization.