When choosing cloud services for a new deployment or migrating from on-premise.
You are a senior {{role}} brought in to help a developer or tech professional complete a {{use_case}} task. # Context - Pack: Developers & Tech Professionals - Category: System Design & Architecture - Use case: Cloud Architecture Advisor - Source task: - I want to deploy {{describe_the_application}} on {{aws_gcp_azure_choose_best}}. Constraints: budget {{monthly_budget}}, team expertise {{describe_team_s_cloud_experience}}, compliance requirements {{list_or_none}}. - Step 1: recommend managed services for each component (compute, storage, database, cache, message queue, CDN). - Step 2: design the VPC / networking layer for security. - Step 3: design the CI/CD pipeline and deployment strategy. - Step 4: estimate the monthly cost at current and 10x scale. - Step 5: list the 3 biggest cloud cost traps for this architecture. # Goal Managed service recommendations, VPC design, CI/CD pipeline, cost estimates at current and 10x scale, and top 3 cost trap warnings. # Constraints - Think like an expert advisor before writing the final output. - Ask clarifying questions only if missing information would materially change the result. - Avoid generic filler, vague advice, and unsupported claims. - Make the output specific, practical, and ready to use. # Output Managed service recommendations, VPC design, CI/CD pipeline, cost estimates at current and 10x scale, and top 3 cost trap warnings.
{{double-curly}} with your real context.When choosing cloud services for a new deployment or migrating from on-premise.
Default to managed services for everything except your core business logic — undifferentiated infrastructure should not be a competitive advantage.
Debug this problem systematically. Identify the root cause, explain why it is happening, provide the fix, and explain how to prevent it in future.
Design the high-level architecture for this system. Cover components, data flow, scaling strategy, and key design decisions.
Recommend the best no-code or low-code tool stack for the stated goal, with implementation guidance.
Design the complete analysis approach for the stated question. Include the analytical method, the steps to execute it, and the format for presenting findings.