Prompt library

AWS Architecture Diagram Prompts

These prompts help you generate AWS diagrams faster by naming the key services, traffic paths, and boundaries clearly. Start with one, then use follow-up prompts to add subnets, security controls, or scaling detail.

Each prompt here is built for AI-native technical diagrams in AIDrawIO. Start from plain English, get draw.io-compatible output, then keep editing as XML or export SVG and PNG.

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Copyable prompt blocks

Grab a proven prompt quickly instead of composing from scratch every time.

Refinement-ready

Each prompt includes a follow-up so you can add boundaries, detail, and review context.

Editable outputs

Generated diagrams stay compatible with draw.io workflows instead of locking you into images.

Copy and generate

Copyable prompts for aws architecture diagram prompts

Use one prompt as-is, or combine it with the follow-up prompt to add labels, constraints, security detail, or failure handling.

Prompt 1

Serverless REST API

Prompt

Create an AWS architecture diagram for a serverless REST API: CloudFront in front of API Gateway, Lambda handling requests, DynamoDB for primary storage, S3 for file uploads, SQS for async jobs, and CloudWatch for logs and alarms.

Why this prompt works

It names the user path, storage path, and support services in one concise prompt, giving the model enough structure to place the main components correctly.

Follow-up prompt

Add IAM boundaries, retry path from SQS, and annotate which components are public versus private.
Prompt 2

Three-tier VPC app

Prompt

Draw an AWS architecture with a VPC containing two public subnets and two private subnets across two availability zones. Put an Application Load Balancer in public subnets, ECS services in private subnets, and an RDS PostgreSQL instance in private subnets.

Why this prompt works

It describes network boundaries, availability zones, and workload placement, which are the core signals for a useful AWS architecture diagram.

Follow-up prompt

Add a NAT Gateway, security group boundaries, and a bastion-free admin path using SSM Session Manager.
Prompt 3

Event-driven processing pipeline

Prompt

Generate an AWS event-driven architecture diagram: users upload files to S3, S3 events trigger Lambda, Lambda publishes to EventBridge, worker services process jobs, and results are stored in DynamoDB with notifications sent by SNS.

Why this prompt works

The prompt tells the model what starts the flow, which async services connect it, and where the result lands.

Follow-up prompt

Highlight the failure path with DLQ handling and monitoring alerts for failed processing.

How to use these prompts

From prompt to editable diagram

1

Pick a base prompt

Choose the closest prompt for your architecture, workflow, or schema.

2

Generate in AIDrawIO

Paste it into the app and create the first structured draft fast.

3

Refine with follow-up

Add more scope like failure paths, zones, labels, or compliance detail.

4

Export and share

Keep draw.io-compatible XML or export SVG and PNG for docs and review.

Related tools

Jump into a specialized generator when you know the exact diagram category.

AWS Diagram Generator

AI-generated AWS architecture diagrams

Architecture Diagram Generator

AI architecture diagrams from plain English

Terraform Diagram Generator

Visualize Terraform infrastructure

More prompt pages

Use adjacent prompt libraries when your diagram crosses categories.

System Design Diagram Prompts

Use these prompts when you need a system design diagram quickly for interview prep, architecture reviews, or internal docs. Each one names the major components, scaling path, and data flow so the diagram is easy to inspect and refine.

Sequence Diagram Prompts

Sequence diagrams are easiest to generate when the prompt names actors, the order of requests, and any alternate or failure paths. These prompts give you a clean base for auth flows, API interactions, and service-to-service messaging.

ERD Prompts

ERD prompts work best when they name the entities, relationships, and key attributes or constraints. These examples help you generate a clean first-pass schema diagram before you finalize table details.

Kubernetes Diagram Prompts

Kubernetes diagrams become more useful when prompts mention namespaces, ingress, services, deployments, pods, and storage explicitly. These prompts help you produce clean cluster diagrams for docs, reviews, and onboarding.

FAQ

Common questions about aws architecture diagram prompts

What makes a good AWS diagram prompt?

A good AWS prompt names the key services, user flow, data storage, and network boundaries such as VPCs, subnets, or availability zones.

Can I generate official-looking AWS diagrams from prompts?

Yes. AIDrawIO is built for AWS architecture diagrams and exports editable draw.io-compatible output you can refine after generation.

Should I include security and monitoring in the prompt?

Yes, if those details matter. Mentioning security groups, IAM boundaries, CloudWatch, or WAF often improves the usefulness of the diagram.