AWS Best Practices
Architectural patterns, security best practices, and cloud infrastructure expertise gained through real-world implementations and AWS Solutions Architect experience.
AWS Services Expertise
Core AWS Services
- EC2 & Auto Scaling: Elastic compute with automatic scaling
- VPC & Networking: Secure network architecture
- S3 & Storage: Scalable object storage solutions
- RDS & DynamoDB: Managed database services
- Lambda: Serverless computing patterns
Security Services
- GuardDuty: Threat detection and monitoring
- IAM: Identity and access management
- WAF: Web application firewall
- CloudTrail: Audit and compliance logging
- Config: Configuration compliance
Analytics & DevOps
- QuickSight: Business intelligence and visualization
- CloudFormation: Infrastructure as code
- CodePipeline: CI/CD automation
- CloudWatch: Monitoring and alerting
- X-Ray: Distributed tracing
Architectural Patterns
Multi-Tier Architecture
Implement scalable multi-tier architecture with proper separation of concerns, load balancing, and auto-scaling capabilities.
- Presentation Tier: CloudFront + S3 for static content
- Application Tier: ALB + EC2/ECS for business logic
- Data Tier: RDS Multi-AZ with read replicas
- Caching Layer: ElastiCache for performance
# CloudFormation Template Example
Resources:
ApplicationLoadBalancer:
Type: AWS::ElasticLoadBalancingV2::LoadBalancer
Properties:
Scheme: internet-facing
Type: application
SecurityGroups:
- !Ref ALBSecurityGroup
Subnets:
- !Ref PublicSubnet1
- !Ref PublicSubnet2
AutoScalingGroup:
Type: AWS::AutoScaling::AutoScalingGroup
Properties:
MinSize: 2
MaxSize: 10
DesiredCapacity: 4
TargetGroupARNs:
- !Ref TargetGroup
VPCZoneIdentifier:
- !Ref PrivateSubnet1
- !Ref PrivateSubnet2
Microservices Architecture
Design and implement microservices using containers, API Gateway, and service mesh for scalable, maintainable applications.
- API Gateway: Centralized API management
- ECS/EKS: Container orchestration
- Service Discovery: Route 53 or AWS Cloud Map
- Message Queues: SQS/SNS for async communication
# Go Microservice Example
package main
import (
"encoding/json"
"net/http"
"github.com/aws/aws-sdk-go/aws"
"github.com/aws/aws-sdk-go/service/dynamodb"
)
type UserService struct {
db *dynamodb.DynamoDB
}
func (s *UserService) GetUser(w http.ResponseWriter, r *http.Request) {
userID := r.URL.Query().Get("id")
result, err := s.db.GetItem(&dynamodb.GetItemInput{
TableName: aws.String("users"),
Key: map[string]*dynamodb.AttributeValue{
"id": {
S: aws.String(userID),
},
},
})
if err != nil {
http.Error(w, err.Error(), http.StatusInternalServerError)
return
}
w.Header().Set("Content-Type", "application/json")
json.NewEncoder(w).Encode(result.Item)
}
Serverless Architecture
Leverage serverless computing for cost-effective, scalable applications with event-driven architecture patterns.
- Lambda Functions: Event-driven compute
- API Gateway: RESTful API management
- Step Functions: Workflow orchestration
- EventBridge: Event routing
# SAM Template for Serverless API
AWSTemplateFormatVersion: '2010-09-09'
Transform: AWS::Serverless-2016-10-31
Resources:
UserAPI:
Type: AWS::Serverless::Api
Properties:
StageName: prod
Cors:
AllowMethods: "'GET,POST,PUT,DELETE'"
AllowHeaders: "'Content-Type,Authorization'"
AllowOrigin: "'*'"
GetUserFunction:
Type: AWS::Serverless::Function
Properties:
CodeUri: src/
Handler: main
Runtime: go1.x
Events:
GetUser:
Type: Api
Properties:
RestApiId: !Ref UserAPI
Path: /users/{id}
Method: GET
Environment:
Variables:
TABLE_NAME: !Ref UsersTable
UsersTable:
Type: AWS::DynamoDB::Table
Properties:
BillingMode: PAY_PER_REQUEST
AttributeDefinitions:
- AttributeName: id
AttributeType: S
KeySchema:
- AttributeName: id
KeyType: HASH
Security Best Practices
VPC Security
- Network Segmentation: Public, private, and database subnets
- Security Groups: Principle of least privilege
- NACLs: Additional layer of network security
- VPC Endpoints: Private connectivity to AWS services
- Flow Logs: Network traffic monitoring
# Terraform VPC Security Example
resource "aws_security_group" "web_sg" {
name_prefix = "web-"
vpc_id = aws_vpc.main.id
ingress {
from_port = 443
to_port = 443
protocol = "tcp"
cidr_blocks = ["0.0.0.0/0"]
}
egress {
from_port = 3306
to_port = 3306
protocol = "tcp"
security_groups = [aws_security_group.db_sg.id]
}
}
IAM Best Practices
- Least Privilege: Minimal required permissions
- Role-Based Access: Use roles instead of users
- MFA: Multi-factor authentication
- Regular Audits: Review and rotate permissions
- Policy Conditions: Time and IP-based restrictions
# IAM Policy Example
{
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Action": [
"dynamodb:GetItem",
"dynamodb:PutItem",
"dynamodb:UpdateItem"
],
"Resource": "arn:aws:dynamodb:*:*:table/MyTable",
"Condition": {
"DateGreaterThan": {
"aws:CurrentTime": "2023-01-01T00:00:00Z"
},
"IpAddress": {
"aws:SourceIp": "203.0.113.0/24"
}
}
}
]
}
Zero Trust Architecture
- Never Trust, Always Verify: Continuous authentication
- Micro-Segmentation: Granular access controls
- Encryption: Data in transit and at rest
- Continuous Monitoring: Real-time threat detection
- Identity-Centric: User and device validation
# Zero Trust Implementation
func AuthenticateRequest(r *http.Request) error {
// Validate JWT token
token := r.Header.Get("Authorization")
if !validateJWT(token) {
return errors.New("invalid token")
}
// Check device fingerprint
deviceID := r.Header.Get("X-Device-ID")
if !isKnownDevice(deviceID) {
return errors.New("unknown device")
}
// Verify user permissions
userID := getUserFromToken(token)
if !hasPermission(userID, r.URL.Path) {
return errors.New("insufficient permissions")
}
return nil
}
GuardDuty Integration
- Threat Detection: ML-powered security monitoring
- Automated Response: Lambda-based remediation
- Custom Rules: Business-specific threat patterns
- Multi-Account: Centralized security management
- Integration: SIEM and security tools
# GuardDuty Finding Handler
func HandleGuardDutyFinding(finding GuardDutyFinding) {
switch finding.Type {
case "UnauthorizedAPICall":
// Block IP address
blockIPAddress(finding.Service.RemoteIpDetails.IpAddressV4)
case "InstanceCredentialExfiltration":
// Rotate credentials
rotateInstanceCredentials(finding.Resource.InstanceDetails.InstanceId)
case "CryptoCurrency":
// Stop instance
stopInstance(finding.Resource.InstanceDetails.InstanceId)
}
// Send alert
sendAlert(finding)
}
SOC 2 Compliance & Governance
Trust Service Criteria
Security
Logical and physical access controls, encryption, and security monitoring
Availability
System uptime, disaster recovery, and business continuity planning
Confidentiality
Data classification, encryption, and access controls
Implementation Tools
AWS Config
Configuration compliance monitoring and remediation
CloudTrail
Comprehensive audit logging and event tracking
Security Hub
Centralized security finding management and compliance
CI/CD Pipeline Best Practices
Automated Deployment Pipeline
Pipeline Stages
- Source: GitHub integration with webhooks
- Build: Go compilation and testing
- Security: SAST/DAST scanning
- Deploy: Blue/green deployment
- Monitor: Health checks and rollback
Security Integration
- • Container image scanning
- • Infrastructure as Code validation
- • Dependency vulnerability checks
- • Runtime security monitoring
# GitHub Actions CI/CD Pipeline
name: Deploy to AWS
on:
push:
branches: [main]
jobs:
build-and-deploy:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2
- name: Setup Go
uses: actions/setup-go@v2
with:
go-version: 1.19
- name: Run tests
run: |
go test ./...
go vet ./...
- name: Security scan
run: |
gosec ./...
- name: Build
run: |
CGO_ENABLED=0 GOOS=linux go build -o main
- name: Deploy to Lambda
run: |
aws lambda update-function-code \
--function-name my-api \
--zip-file fileb://deployment.zip
env:
AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
- name: Health check
run: |
curl -f ${{ secrets.API_ENDPOINT }}/health
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