Introduction
"I want to deploy to AWS, but writing CloudFormation YAML is a pain..." "Azure has too many configuration options..." Sound familiar?
I had the same frustrations until I tried WinClaw's cloud auto-deploy skills. Just by having a conversation with AI, I got my app deployed to AWS, Azure, and Alibaba Cloud — fully automated.
What is WinClaw Cloud Deploy?
WinClaw is a free, open-source AI development tool with three cloud deployment skills:
- aws-cloud-deploy: Auto-generates CloudFormation templates
- azure-cloud-deploy: Auto-generates ARM templates
- aliyun-cloud-deploy: Auto-generates ROS templates
All three providers share the same conversational workflow — great for multi-cloud environments.
The Interactive Deploy Experience
Phase 1: Requirements Hearing
The AI asks you natural questions:
- Monthly budget: "How much can you spend per month?" → e.g., $50/mo
- Expected traffic: "Daily visitors?" → e.g., 1,000 PV/day
- Security needs: "Handling personal data?" → Yes/No
- Availability: "Acceptable downtime?" → e.g., < 30 min/month
Phase 2: Architecture Proposal
Based on your answers, the AI proposes the optimal architecture from 6 patterns:
| Pattern | Cost/mo | Use Case |
|---|---|---|
| Lite | $10-40 | Single EC2, blogs/testing |
| Standard | $50-150 | EC2 + RDS, small web apps |
| HA | $150-300 | ALB + Auto Scaling + Multi-AZ |
| Elastic | $250-600 | CloudFront + ElastiCache |
| Serverless | $0-100 | Lambda + API Gateway |
| Container | $300+ | ECS/EKS microservices |
Security Tiers
Security is also auto-selected from 3 tiers:
- Basic (Free): Security Groups + IAM Roles
- Standard ($10-30/mo): WAF + VPC Flow Logs + Encryption
- Enterprise ($200-3,500/mo): Shield Advanced + GuardDuty + Config Rules + Audit Logs
Phase 3: Automated Deployment
After confirming the architecture, everything runs automatically:
- Phase 3A — IaC template generation (CloudFormation/ARM/ROS)
- Phase 3B — Code deployment
- Phase 3C — Health checks + auto-fix on errors
- Phase 3D — Report generation (access URL, cost estimate)
Same Experience on Azure & Alibaba Cloud
Azure generates ARM templates and selects from App Service / VM / AKS / Functions.
Alibaba Cloud generates ROS templates and selects from ECS / FC / ACK. Supports China's MLPS 2.0 compliance.
Getting Started
WinClaw is completely free and open-source:
Use GLM-5 (free) as the LLM backend:
set ANTHROPIC_BASE_URL=https://api.z.ai/api/anthropic
set ANTHROPIC_AUTH_TOKEN=your-api-key
set ANTHROPIC_MODEL=glm-5
Conclusion
WinClaw's cloud deploy skills dramatically lower the barrier to infrastructure setup. Just answer questions about budget and traffic, get an optimal architecture proposal, and watch as everything deploys automatically. Once you try it, there's no going back. Give it a shot!
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