Infrastructure
Cloud architecture, database design, security, DevOps, and ERP integration.
Components
AWS Architecture
Cloud-native infrastructure:
- Serverless patterns (Lambda, Step Functions)
- Compute and networking
- Storage solutions
- Integration services
- Cost optimization
Database
Data layer design:
- Prisma Postgres - Managed PostgreSQL by Prisma
- Prisma Accelerate - Built-in edge caching (300+ locations)
- Connection pooling - Built-in, serverless-optimized
- Type-safe data modeling with Prisma schema
- See Tech Stack Options for CockroachDB alternative
Tech Stack Options - NEW
Technology alternatives and suggestions:
- Database: Prisma Postgres vs CockroachDB
- Cache: Prisma Accelerate + Redis (for inventory holds)
- Messaging: EventBridge vs Apache Kafka
- Identity: Cognito vs Auth0/Okta
- Protocol: REST/JSON vs gRPC
Security
Security architecture:
- Authentication and authorization
- Data encryption
- Network security
- Compliance frameworks
DevOps
Development and operations:
- CI/CD pipelines
- Infrastructure as Code
- Monitoring and observability
- Incident management
ERP Integration - NEW
Enterprise systems integration:
- Finance module (GL, AP/AR)
- HR module (Payroll, crew pay)
- Procurement module
- Integration patterns
Testing - NEW
Full flight simulation testing (SpaceX-style):
- Every PR runs complete passenger journey simulation
- Unit, integration, and E2E test suites
- 50+ edge case scenarios
- Disruption & recovery testing
- Load & concurrency testing
- CI/CD gate: all tests must pass
Architecture Principles
Cloud-Native
- Serverless-first approach
- Event-driven architecture
- Microservices decomposition
- Managed services preference
Resilience
- Multi-AZ deployment
- Circuit breakers
- Graceful degradation
- Disaster recovery
Scalability
- Horizontal scaling
- Auto-scaling policies
- Connection pooling
- Caching strategies
Security
- Zero trust model
- Encryption everywhere
- Least privilege access
- Audit logging
The Central Nervous System
Per the strategic blueprint, all systems connect through a unified data and process flow:
┌─────────────────────────────────────────────────────────────────┐
│ Central Nervous System │
│ Unified Data & Process Flow │
├─────────────────────────────────────────────────────────────────┤
│ │
│ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ │
│ │ PSS │ │ DCS │ │ CCO │ │ MRO │ │
│ └────┬────┘ └────┬────┘ └────┬────┘ └────┬────┘ │
│ │ │ │ │ │
│ └────────────┼────────────┼────────────┘ │
│ │ │ │
│ ┌──────▼────────────▼──────┐ │
│ │ Integration Hub │ │
│ │ (EventBridge/API) │ │
│ └──────────────┬───────────┘ │
│ │ │
│ ┌──────────────┼──────────────┐ │
│ │ │ │ │
│ ┌────▼────┐ ┌─────▼─────┐ ┌────▼────┐ │
│ │ ERP │ │ Analytics │ │ Safety │ │
│ │ Finance │ │ BI │ │ SMS │ │
│ └─────────┘ └───────────┘ └─────────┘ │
│ │
└─────────────────────────────────────────────────────────────────┘
Infrastructure Overview
┌─────────────────────────────────────────────────────────────────┐
│ AWS Cloud │
├─────────────────────────────────────────────────────────────────┤
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ CloudFront │ │ WAF │ │ Route 53 │ │
│ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ │
│ │ │ │ │
│ ┌──────▼────────────────▼────────────────▼──────┐ │
│ │ API Gateway │ │
│ └──────────────────────┬────────────────────────┘ │
│ │ │
│ ┌──────────────────────▼────────────────────────┐ │
│ │ Lambda Functions │ │
│ └──────────────────────┬────────────────────────┘ │
│ │ │
│ ┌────────┬─────────────┼─────────────┬────────┐ │
│ │ │ │ │ │ │
│ ▼ ▼ ▼ ▼ ▼ │
│ Prisma Prisma EventBridge SQS Redis │
│ Postgres Accelerate (opt) │
│ │
└─────────────────────────────────────────────────────────────────┘
Cost Estimation
Core Infrastructure (~$200/month baseline)
| Service | Estimated Cost |
|---|---|
| Lambda | $50-100 |
| API Gateway | $50-100 |
| Prisma Postgres (Pro) | $49 (+usage) |
| Redis (optional) | $0-50 |
| Other services | $50-100 |
Scale with Volume
- Transaction-based pricing
- Auto-scaling costs
- Reserved capacity discounts
Technology Decisions
| Layer | Technology | Rationale |
|---|---|---|
| Compute | Lambda | Serverless, pay-per-use |
| API | API Gateway | Managed, scalable |
| ORM | Prisma Client | Type-safe queries, migrations |
| Database | Prisma Postgres | Managed PostgreSQL, simple pricing |
| Connection Pool | Built-in | No separate service needed |
| Edge Cache | Prisma Accelerate | 300+ global locations included |
| Inventory Cache | Redis | 10-min holds, sub-ms locking |
| Events | EventBridge | Native integration |
| Queue | SQS | Reliable message delivery |
| Storage | S3 | Object storage |
| CDN | CloudFront | Global distribution |
| ERP | Cloud ERP | Finance, HR, Procurement |
Note: See Tech Stack Options for alternative considerations.