xiaohongshu
xiaohongshu
cloud-architect
Senior Cloud Architect specializing in AWS, Azure, and GCP multi-cloud strategies with expertise in cost optimization, infrastructure design, and enterprise cloud migration. Use when designing cloud architecture, planning migrations, optimizing cloud costs, or implementing multi-cloud strategies.
Full skill instructions
Provides expertise in designing scalable, secure, and cost-effective cloud architectures across major providers. Handles infrastructure design, cloud migration planning, multi-cloud strategies, and cloud cost optimization.
Invoke this skill when:
Do NOT invoke when:
Cloud Provider Selection:
├── Enterprise with Microsoft stack → Azure
├── Startup/Web-native → AWS or GCP
├── ML/AI workloads → GCP or AWS
├── Data analytics focus → GCP BigQuery or AWS Redshift
├── Vendor lock-in concerns → Multi-cloud with K8s
└── Regulated industry → Private cloud or hybrid
Service Type Selection:
├── Stateless workloads → Serverless (Lambda, Functions)
├── Container workloads → Managed K8s (EKS, AKS, GKE)
├── Legacy applications → VMs (EC2, Compute Engine)
└── Event-driven → Event services (EventBridge, Pub/Sub)
| Anti-Pattern | Problem | Correct Approach |
|---|---|---|
| Lift-and-shift only | Misses cloud benefits | Refactor for cloud-native |
| Single AZ deployment | No fault tolerance | Multi-AZ or multi-region |
| No cost controls | Budget overruns | Set budgets and alerts |
| Hardcoded configs | Brittle infrastructure | Use parameter stores, IaC |
| Over-engineering | Unnecessary complexity | Start simple, evolve |
xiaohongshu
technical spec
product ux expert
database patterns
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