Generate phased implementation roadmaps from Architecture Decision Records
DevOps & Cloud
CI/CD, containerization, cloud services, and infrastructure
DevOps, MLOps, DevSecOps practices for cloud environments (GCP, Azure, AWS)
Design AWS solutions across compute, storage, networking, and serverless with cost optimization, security hardening,...
Design edge computing solutions with CDN integration, edge functions, IoT device management, and latency-optimized...
Integrate Kubernetes workloads with AWS EKS, Azure AKS, and GCP GKE including IAM, ingress controllers, storage...
Design multi-cloud and hybrid cloud strategies with vendor selection, integration patterns, TCO analysis, and...
Compare AWS, GCP, and Azure to select the best cloud provider based on workload requirements, cost, compliance, and...
Design serverless function deployments for AWS Lambda, Azure Functions, and Google Cloud Functions with event...
Setup instructions and required secrets
Analyze and optimize cloud costs across AWS, Azure, GCP with rightsizing, reserved instances, waste detection, and...
Optimize costs across AWS, GCP, Azure with cross-cloud waste detection, workload placement, commitment balancing,...
Build production-grade Helm charts with templating, values.yaml parameterization, dependencies, and hooks for...
Generate and validate Kubernetes YAML manifests with best practices for Deployments, Services, ConfigMaps, and...
Required CI secrets and environment variables
Configure Prometheus with alerting, recording rules, service discovery (K8s, Consul, EC2), federation, PromQL...
Grafana or CloudWatch dashboard definitions
Integrate secrets management (Vault, AWS, Azure, GCP) with rotation policies, access controls, and Kubernetes/CI/CD...
Evaluate cloud security posture across AWS, Azure, and GCP with storage exposure checks, IAM policy review, and...
Validate container and Kubernetes security using CIS benchmarks with pod security standards, RBAC review, and image...
Validate cryptographic implementations using NIST standards with TLS configuration, cipher suite analysis, and...
Verify operating system hardening using CIS benchmarks with patch management, kernel hardening, and host-based...
Grafana/CloudWatch dashboard configuration for SLO tracking
Usage examples and documentation
Consumer-driven contract test specifications (Pact, Spring Cloud Contract)