Day 1 AWS Foundation Setup for Startups
Cloud Infrastructure
This prompt enables startups to achieve professional-grade AWS setup independently through a self-service approach powered by generative AI.
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Transform your startup idea into production-ready AWS architecture using expert-designed startup prompts for AWS. Our comprehensive library covers various use cases, from single web apps to complex microservices. Save weeks of planning time, instantly access AWS best practices, and focus on scaling your products.
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AWS Architecture Assessment with MCP Integration
Infrastructure-as-Code
Systematic roadmap for scaling infrastructure as you grow. Get phased architecture recommendations, cost projections, and implementation guidance—validated against AWS best practices.
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Kiro Project Init: Automated Spec-Driven Development Setup
Infrastructure-as-Code
One-command project setup with AI-powered specs, automated testing, and AWS integrations. Generates structured requirements, design docs, and deployment-ready code—eliminating hours of manual setup.
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OpenAPI to AgentCore Gateway Deployment
BedrockAgentCoreAPI Integration
Convert your REST API to MCP using AgentCore Gateway. Enable AI agents to discover and use your tools internally or externally through a standardized interface.
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OpenSearch Cluster Operational Review
Cloud Infrastructure
Automated operational review of your OpenSearch cluster across 6 pillars. Analyzes performance, security, costs, and configurations—generating actionable recommendations with prioritized fixes.
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RAG Chatbot with Claude
Generative AIServerless
Create a serverless, React-based chatbot using Claude on Bedrock with RAG capabilities for PDF documents.
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Amazon GenAI Powered - Well Architecture Review
Cost OptimizationComplianceWell Architected Framework
Comprehensive AWS infrastructure assessment across 6 Well-Architected pillars. Generates actionable reports on cost optimization, security hardening, reliability, and compliance readiness.
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AWSome MVP Builder
Infrastructure-as-CodeMVP
The MVP Builder assists founders in building an effective MVP by generating a well-architected AWS design, Frontend, Backend, and IaC for the PoC, and then deploys it directly to AWS within hours.
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AWS EC2 & SageMaker GPU Instance Quota Increase Assistant
BeginnerGPU ComputingCapacity PlanningGenerative AISageMakerEC2
Assists with scaling GPU workloads on AWS by finding correct quota codes and generating commands to request EC2 and SageMaker capacity increases so startups can train models without manual errors.
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AWS Bedrock Quota Manager: TPM/RPM/CRIS Navigator
BedrockBeginnerInfrastructure-as-CodeGenerative AI
Navigates Bedrock's quota system by finding correct codes, routing API vs Support requests, and generating pre-filled templates so startups avoid rate limiting blocking production launches.
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Karpenter + KEDA: Cost-Optimized EKS with Spot Instances
Infrastructure-as-Code
Deploy production-ready EKS with Karpenter auto-scaling, KEDA pod management, and Spot instance prioritization. Includes Bottlerocket OS, encryption, and multi-AZ high availability—optimized for cost.
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AWS Security Baseline: Terraform Deployment Kit
BeginnerSecurity & ComplianceInfrastructure-as-Code
Deploy comprehensive AWS security baseline using Terraform with automated monitoring, threat detection, and compliance controls so startups meet enterprise security requirements faster.
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AWS ECS Express Deployment Assistant
BeginnerECS ExpressApplication Load BalancerContainer DeploymentECS
Accelerates containerized app deployment to AWS ECS Express by automating Docker builds, ECR setup, and IAM configuration so startups deploy applications in minutes while maintaining best practices.
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Startup Landing Page Deployment
Infrastructure-as-CodeDeployment
Creates an AI DevOps consultant that guides startup founders from their current state to a production-ready AWS environment using opinionated best practices and Infrastructure-as-Code.
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AWS Startup Security Baseline Evaluation
Security & ComplianceIntermediate
AWS security baseline assessment framework with risk scoring and remediation roadmaps for startup production readiness and compliance certification.
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MVSP-Compliant AWS Infrastructure Builder
Security & ComplianceInfrastructure-as-CodeIntermediate
Builds AWS infrastructure that passes enterprise security audits—encryption, private networks, least-privilege access—so you close B2B deals instead of scrambling to fix security gaps.
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Full AWS Deployment Agent
AutomationCloud Infrastructure
An AI-powered Full AWS Deployment Agent that guides startups from local development to production-ready cloud infrastructure.
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Deploy GitHub Repo
GitHub IntegrationContinuous Integration
Have a GitHub repo? This prompt will help you deploy it to AWS.
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Container Orchestration
Auto-ScalingContainer Orchestration
Get help creating an AWS EKS-based containerized application deployment for a Node.js app with PostgreSQL database that can auto-scale and handle traffic spikes cost-effectively.
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Local Code to Cloud
Developer ToolsCloud Migration
Get help deploying your local dev environment to AWS with this prompt.
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