Initial commit
This commit is contained in:
154
architecture-checklist.md
Normal file
154
architecture-checklist.md
Normal file
@@ -0,0 +1,154 @@
|
||||
# Python Backend Architecture Review Checklist
|
||||
|
||||
This checklist serves as a quick reference for conducting comprehensive architecture reviews.
|
||||
|
||||
## System Architecture
|
||||
|
||||
- [ ] Architecture style matches scale and complexity
|
||||
- [ ] Service boundaries are well-defined
|
||||
- [ ] Communication patterns are appropriate
|
||||
- [ ] No unnecessary over-engineering
|
||||
- [ ] Single points of failure identified and addressed
|
||||
- [ ] Dependency management is clear
|
||||
- [ ] Framework choice is justified (FastAPI/Django/Flask/etc.)
|
||||
- [ ] Async patterns are properly utilized where needed
|
||||
|
||||
## Database Architecture
|
||||
|
||||
- [ ] Database type selection is appropriate
|
||||
- [ ] Schema is properly normalized/denormalized
|
||||
- [ ] Indexes are strategically placed
|
||||
- [ ] Sharding/partitioning strategy exists if needed
|
||||
- [ ] Read replicas planned for scale
|
||||
- [ ] Caching layer is implemented
|
||||
- [ ] Connection pooling is configured
|
||||
- [ ] N+1 query issues are prevented
|
||||
- [ ] ORM choice is appropriate
|
||||
- [ ] Migration strategy is defined
|
||||
- [ ] Backup and DR plans exist
|
||||
|
||||
## API Design
|
||||
|
||||
- [ ] API design pattern is consistent (REST/GraphQL/gRPC)
|
||||
- [ ] Endpoints follow naming conventions
|
||||
- [ ] Versioning strategy is defined
|
||||
- [ ] Authentication/authorization is implemented
|
||||
- [ ] Rate limiting exists
|
||||
- [ ] API documentation is auto-generated
|
||||
- [ ] Error handling is consistent
|
||||
- [ ] Pagination is implemented
|
||||
- [ ] Input validation uses Pydantic or similar
|
||||
- [ ] OpenAPI/Swagger documentation exists
|
||||
|
||||
## Security
|
||||
|
||||
- [ ] Authentication mechanism is secure (JWT/OAuth2)
|
||||
- [ ] Authorization model is well-defined (RBAC/ABAC)
|
||||
- [ ] CORS is properly configured
|
||||
- [ ] CSRF protection is enabled where needed
|
||||
- [ ] Data is encrypted in transit (HTTPS/TLS)
|
||||
- [ ] Data is encrypted at rest where needed
|
||||
- [ ] Secrets management solution exists
|
||||
- [ ] SQL injection is prevented (parameterized queries)
|
||||
- [ ] XSS protections are in place
|
||||
- [ ] Security headers are configured
|
||||
- [ ] Dependency scanning is automated
|
||||
- [ ] Password hashing uses bcrypt/argon2
|
||||
- [ ] Audit logging is implemented
|
||||
- [ ] Rate limiting prevents abuse
|
||||
- [ ] Input sanitization is thorough
|
||||
|
||||
## Scalability & Performance
|
||||
|
||||
- [ ] Scaling strategy is defined (horizontal/vertical)
|
||||
- [ ] Load balancer is configured
|
||||
- [ ] Auto-scaling rules exist
|
||||
- [ ] Caching strategy is multi-layered
|
||||
- [ ] Background jobs use queue system (Celery/RQ)
|
||||
- [ ] Long-running tasks are async
|
||||
- [ ] Database connection pooling is optimized
|
||||
- [ ] ASGI server is production-ready
|
||||
- [ ] GIL limitations are addressed
|
||||
- [ ] Performance monitoring is in place
|
||||
- [ ] Load testing has been conducted
|
||||
|
||||
## Observability
|
||||
|
||||
- [ ] Structured logging is implemented
|
||||
- [ ] Log aggregation is configured
|
||||
- [ ] Metrics are collected (Prometheus/StatsD)
|
||||
- [ ] Distributed tracing exists (OpenTelemetry)
|
||||
- [ ] Error tracking is configured (Sentry)
|
||||
- [ ] Health check endpoints exist
|
||||
- [ ] Alerting rules are defined
|
||||
- [ ] Performance baselines are established
|
||||
- [ ] Business metrics are tracked
|
||||
- [ ] Dashboards are created
|
||||
|
||||
## Deployment & Infrastructure
|
||||
|
||||
- [ ] Dockerfile is optimized (multi-stage)
|
||||
- [ ] Container orchestration is configured
|
||||
- [ ] CI/CD pipeline is automated
|
||||
- [ ] Environment parity exists (dev/staging/prod)
|
||||
- [ ] Infrastructure as Code is used
|
||||
- [ ] Deployment strategy is safe (blue-green/canary)
|
||||
- [ ] Rollback procedure is defined
|
||||
- [ ] Configuration is externalized
|
||||
- [ ] Secrets are managed securely
|
||||
- [ ] Dependencies are pinned and managed (Poetry/PDM)
|
||||
|
||||
## Code Organization
|
||||
|
||||
- [ ] Project structure is clear and logical
|
||||
- [ ] Module boundaries are well-defined
|
||||
- [ ] No circular dependencies exist
|
||||
- [ ] Dependency injection is used appropriately
|
||||
- [ ] Configuration management is centralized
|
||||
- [ ] Type hints are used throughout
|
||||
- [ ] Tests are well-organized (pytest)
|
||||
- [ ] Code follows PEP 8 standards
|
||||
- [ ] Linting/formatting is automated (Ruff/Black)
|
||||
|
||||
## Resilience
|
||||
|
||||
- [ ] Retry logic exists for external calls
|
||||
- [ ] Circuit breakers protect external services
|
||||
- [ ] Timeouts are configured appropriately
|
||||
- [ ] Graceful degradation is implemented
|
||||
- [ ] Error handling is consistent
|
||||
- [ ] Dead letter queues exist
|
||||
- [ ] Bulkhead patterns separate concerns
|
||||
- [ ] Rate limiting protects resources
|
||||
|
||||
## Testing
|
||||
|
||||
- [ ] Unit tests exist (>80% coverage)
|
||||
- [ ] Integration tests cover critical paths
|
||||
- [ ] API tests validate contracts
|
||||
- [ ] Load tests verify performance
|
||||
- [ ] Security tests check vulnerabilities
|
||||
- [ ] Test fixtures are reusable
|
||||
- [ ] Mocking is used appropriately
|
||||
- [ ] CI runs tests automatically
|
||||
|
||||
## Documentation
|
||||
|
||||
- [ ] API documentation is complete
|
||||
- [ ] Architecture diagrams exist
|
||||
- [ ] Setup instructions are clear
|
||||
- [ ] Configuration is documented
|
||||
- [ ] Deployment process is documented
|
||||
- [ ] Code has docstrings
|
||||
- [ ] README is comprehensive
|
||||
- [ ] Contributing guidelines exist
|
||||
|
||||
## Compliance & Standards
|
||||
|
||||
- [ ] GDPR compliance addressed if applicable
|
||||
- [ ] HIPAA compliance addressed if applicable
|
||||
- [ ] SOC 2 requirements met if applicable
|
||||
- [ ] Data retention policies defined
|
||||
- [ ] Privacy policies implemented
|
||||
- [ ] Audit trails exist
|
||||
- [ ] 12-Factor App principles followed
|
||||
Reference in New Issue
Block a user