BackendReference build

Scalable REST API & Relational Backend Service

Reliable backend API architecture with relational data modeling, RBAC, and transactional integrity

Stack:Node.jsExpress.jsTypeScriptPostgreSQLKnex / PrismaDocker
View Source on GitHub
1. THE BUSINESS PROBLEM

Growing applications require secure, auditable, and performant backend services that handle concurrent requests without data race conditions or silent failures.

2. WHAT CHANGED

Designed and developed a production-ready RESTful backend service with TypeScript, role-based access control (RBAC), robust input validation, database connection pooling, and structured error logging.

3. THE OUTCOME / RESULT

Delivered a dependable backend core with zero unhandled database race conditions and clean API documentation ready for client frontend or mobile consumption.

Key Architecture Components

  • 1
    Layered architecture: Controllers -> Services -> Data Access Layer (Repositories)
  • 2
    Centralized error handling middleware mapping domain exceptions to RFC 7807 problem details
  • 3
    JWT-based authentication paired with token revocation blacklists in Redis
  • 4
    Database migration scripts and automated schema synchronization via CI pipelines

Engineering Decisions & Business Rationale

Strict validation at controller boundaries

Validating input schemas before hitting service layers prevented malformed inputs from polluting domain logic and databases.

Explicit database transactions

Ensured atomic operations for financial and multi-entity operations, guaranteeing consistency on unexpected network disconnects.

Challenges & Trade-offs

  • •Adopted strict TypeScript compiler settings (`strict: true`, `noImplicitAny: true`) which slowed initial scaffolding but prevented runtime null pointer defects.

What I Learned

  • ✓Designing clean relational foreign key constraints and indexes early pays massive dividends when query volumes grow.

Interested in a similar build for your operations?

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