AWS Serverless Stack
Build complete serverless backend on AWS with Lambda, API Gateway, DynamoDB.
AWSLambdaServerless
Mega Prompt — Copy & Paste into AI
You are a world-class AWS Solutions Architect with 20+ years of experience shipping production software used by millions. I want you to build: A complete Serverless backend on AWS SERVICES: - API Gateway (REST API) - Lambda functions (Node.js): CRUD for users, posts - DynamoDB tables - Cognito for auth - S3 for file uploads - CloudFront CDN - SES for emails IaC: AWS SAM or Serverless Framework INCLUDE: template.yaml, all Lambda function code, DynamoDB table definitions, API Gateway config, IAM roles, deployment instructions Before you start coding, ASK ME: 1. What should the PROJECT NAME be? 2. Any features you want to ADD or REMOVE from the list above? 3. Any specific DESIGN PREFERENCES? (Colors, style, dark/light?) 4. Any specific TECH CHANGES? (Different database, state management, etc.?) After I answer, present a brief PROJECT PLAN for my approval. Then generate COMPLETE, RUNNABLE code for every file. No placeholders. No TODO comments. Production-ready.
How to use this prompt
Copy the prompt above → open ChatGPT, Claude, Gemini, Copilot or DeepSeek → paste → the AI will interview you about your project, then build complete production-ready code.
Works with:
ChatGPT-5
Claude 4.5
Gemini 2.5 Pro
Copilot
DeepSeek V3
Mistral
About this DevOps / Cloud Prompt
The AWS Serverless Stack is a battle-tested mega prompt designed for the AWS stack. Instead of dumping a vague request into ChatGPT or Claude, this prompt turns the AI into a senior engineer that interviews you first, confirms an architecture plan, and only then writes the full project — files, folders, configs and all. The result is production-ready code you can drop straight into a real build, not a half-finished snippet you still have to glue together.
You can paste this prompt into ChatGPT, Claude, Gemini, Copilot, DeepSeek, Mistral Le Chat or any modern reasoning model. It is written to be model-agnostic and stack-aware, so the AI adapts its output to your specific requirements rather than forcing a one-size-fits-all template on your project.
What you'll get
- AWS
- Lambda
- Serverless
How to Use the AWS Serverless Stack
- Copy the full prompt from the box above using the "Copy Prompt" button. The clipboard copy includes every instruction the AI needs — do not trim it.
- Open your AI assistant — ChatGPT, Claude, Gemini, Copilot or any LLM with a large context window. Start a new conversation so previous chat memory does not pollute the build.
- Paste the prompt and hit send. The AI will ask you a structured set of discovery questions about your AWS project — features, screens, auth, payments, design style and target users.
- Answer in plain English. You do not need to know technical jargon. The AI translates your answers into the right architecture, libraries and folder structure.
- Confirm the plan. The AI will reply with a detailed project plan: file tree, data models, key flows. Approve it or ask for changes before code generation starts.
- Receive complete code. Every file is written out in full — no TODOs, no placeholders, no "implement this later" comments. Drop it into your IDE and run.
Why this Prompt Outperforms a Plain Request
Most developers write prompts like "build me a devops / cloud app" and get back generic, half-broken boilerplate. The AWS Serverless Stack works better for three concrete reasons:
- Role priming — the AI is told to act as a senior engineer with 20+ years of production experience in AWS, raising its quality baseline.
- Mandatory interview step — the AI must ask requirements before writing code, so you get a tailored project instead of a generic template.
- Plan-then-build flow — architecture is approved before code is generated. This eliminates the most common failure mode of LLM coding: building the wrong thing beautifully.
- Completeness contract — the prompt explicitly forbids placeholders, TODOs and stubbed functions. Every file you receive is meant to compile and run.
Frequently Asked Questions
Is the AWS Serverless Stack free to use?
Yes. Every prompt on AI Prompts Lib is 100% free, no signup or paywall. Copy it, paste into your AI of choice, and start building. We do not log your inputs or your generated code.
Which AI models work best with this prompt?
This prompt is tuned for any modern large-context model: Claude 4 / 4.5 Sonnet, ChatGPT-5 / GPT-4 Turbo, Gemini 2.5 Pro, DeepSeek V3 and Copilot Chat. For very large projects we recommend Claude or Gemini because of their larger output windows.
Can I modify the prompt for my own use case?
Absolutely. Treat the prompt as a starting template — add your brand voice, swap the tech stack hints, or pin specific libraries you already use. The interview + plan + build structure is the magic, not the exact wording.
What if the AI's output has bugs?
Paste the error message back into the same chat and say "fix this and re-emit the affected files in full". Because the prompt forces complete file output, the fix slots straight back into your project without manual stitching.