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Aws Architecture

  • 67 installs
  • 7 repo stars
  • Updated January 15, 2026
  • eyadsibai/ltk

Helps with ai & agent building tasks.

About

aws-architecture is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.

  • aws-architecture
  • AI & Agent Building
  • AI-coding skill

Aws Architecture by the numbers

  • 67 all-time installs (skills.sh)
  • Ranked #5,935 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
  • Data as of Jul 30, 2026 (Skillselion catalog sync)
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Listed on Skillselion
Installs67
repo stars7
Last updatedJanuary 15, 2026
Repositoryeyadsibai/ltk

What it does

Helps with ai & agent building tasks.

Files

SKILL.mdMarkdownGitHub ↗

<!-- Adapted from: claude-skills/engineering-team/aws-solution-architect -->

AWS Solution Architecture Guide

Serverless, scalable, and cost-effective AWS cloud infrastructure.

When to Use

  • Designing AWS architecture for new applications
  • Optimizing AWS costs
  • Building serverless applications
  • Creating infrastructure as code
  • Multi-region deployments

Architecture Patterns

1. Serverless Web Application

Best for: SaaS platforms, mobile backends, low-traffic sites

Frontend: S3 + CloudFront
API: API Gateway + Lambda
Database: DynamoDB or Aurora Serverless
Auth: Cognito
CI/CD: Amplify or CodePipeline

Cost: $50-500/month

2. Event-Driven Microservices

Best for: Complex workflows, async processing

Events: EventBridge
Processing: Lambda or ECS Fargate
Queue: SQS (with DLQ)
State: Step Functions
Storage: DynamoDB, S3

Cost: $100-1000/month

3. Modern Three-Tier

Best for: Traditional web apps, e-commerce

Load Balancer: ALB
Compute: ECS Fargate or EC2 Auto Scaling
Database: RDS Aurora
Cache: ElastiCache Redis
CDN: CloudFront

Cost: $300-2000/month

Service Selection Guide

Compute

ServiceUse Case
LambdaEvent-driven, short tasks (<15 min)
FargateContainerized apps, long-running
EC2Custom configs, GPU/FPGA
App RunnerSimple container deployment

Database

ServiceUse Case
DynamoDBKey-value, serverless, <10ms latency
Aurora ServerlessRelational, variable workloads
RDSTraditional databases
DocumentDBMongoDB-compatible
NeptuneGraph database

Storage

ServiceUse Case
S3 StandardFrequent access
S3 IABackups, archives
S3 GlacierLong-term archives
EFSShared file system
EBSBlock storage for EC2

Infrastructure as Code

CDK Example

import * as cdk from 'aws-cdk-lib';
import * as lambda from 'aws-cdk-lib/aws-lambda';
import * as apigateway from 'aws-cdk-lib/aws-apigateway';

export class ApiStack extends cdk.Stack {
  constructor(scope: cdk.App, id: string) {
    super(scope, id);

    const handler = new lambda.Function(this, 'Handler', {
      runtime: lambda.Runtime.NODEJS_18_X,
      code: lambda.Code.fromAsset('lambda'),
      handler: 'index.handler',
    });

    new apigateway.LambdaRestApi(this, 'Api', {
      handler,
    });
  }
}

CloudFormation Snippet

Resources:
  MyFunction:
    Type: AWS::Lambda::Function
    Properties:
      Runtime: nodejs18.x
      Handler: index.handler
      Code:
        S3Bucket: !Ref CodeBucket
        S3Key: function.zip
      MemorySize: 256
      Timeout: 30

Cost Optimization

Quick Wins

  • Enable S3 Intelligent-Tiering
  • Use Savings Plans for predictable workloads
  • Set CloudWatch log retention (7-30 days)
  • Use VPC endpoints instead of NAT Gateway
  • Right-size Lambda memory

Cost Breakdown Tips

  • Enable Cost Explorer
  • Set up billing alerts
  • Tag all resources for tracking
  • Review NAT Gateway traffic
  • Check data transfer costs

Security Best Practices

PracticeImplementation
Least PrivilegeIAM roles with minimal permissions
EncryptionKMS for at-rest, TLS for transit
Network IsolationPrivate subnets, security groups
SecretsSecrets Manager, not hardcoded
API ProtectionWAF, rate limiting, API keys
Audit LoggingCloudTrail, VPC Flow Logs

Startup Stages

MVP ($20-100/month)

  • Amplify full-stack
  • Lambda + API Gateway + DynamoDB
  • Cognito for auth
  • S3 + CloudFront for frontend

Growth Stage ($500-2000/month)

  • Add ElastiCache
  • Aurora Serverless for complex queries
  • CloudWatch dashboards and alarms
  • CI/CD pipeline
  • Multi-AZ deployment

Scale-Up ($3000-10000/month)

  • Multi-region deployment
  • DynamoDB Global Tables
  • WAF and Shield
  • Advanced monitoring (X-Ray)
  • Reserved capacity

Common Pitfalls

  • Over-engineering early - Don't build for 10M users with 100
  • Public S3 buckets - Block public access
  • Overly permissive IAM - Avoid * permissions
  • No caching - Add CloudFront early
  • NAT Gateway costs - Use VPC endpoints

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