Why Backend Engineers Must Think Beyond Controllers and Models

by Arif Ikhsanudin, Backend Developer

Ever seen a controller balloon to hundreds of lines of code? Or a model packed with every rule imaginable? If so, you’ve witnessed the limits of treating MVC as a complete solution. Real backend systems need more than just these two layers.


Controllers Are Not Orchestration Hubs

Controllers are often treated like command centers: every action, every API call funnels through them. That’s a trap.

  • Handling multiple database queries, caching, and external API calls inside a controller leads to spaghetti code.
  • Debugging becomes painful when logic is scattered.
  • Adding new features often requires touching unrelated parts of the controller.

Controllers should delegate work, not do everything.


Models Aren’t Business Logic Containers

Models are designed for data representation and persistence. Overloading them with rules, calculations, and side effects is risky.

  • Complex workflows shouldn’t live in models.
  • Unit testing becomes difficult when models do too much.
  • Mixing persistence and domain logic leads to tight coupling that hinders flexibility.

Keep models focused on data; move logic to dedicated layers.


Introduce Service and Domain Layers

This is where real backend engineers shine: separating responsibilities into clear layers.

  • Service layers handle orchestration of tasks: queries, updates, external API calls.
  • Domain layers enforce business rules independent of storage or controllers.
  • Event handlers or job processors deal with async workflows and pub/sub patterns.

These layers reduce complexity, improve testability, and make scaling easier.


Think About Side Effects Early

Backend systems rarely just persist data. They trigger other actions, update caches, or push messages.

  • Failing to isolate side effects causes unpredictable behavior.
  • Encapsulating side effects ensures that controllers stay thin and predictable.
  • It also allows for retries, monitoring, and proper error handling.

Side effects are part of your architecture, not an afterthought.


Beyond CRUD, Beyond MVC

Controllers and models are important, but they’re tools, not the whole blueprint. Real backend engineering is about orchestrating data, rules, events, and side effects in a maintainable way.

Think beyond the obvious layers; structure your system for clarity, testability, and growth. That’s how backend engineering scales without chaos.

Scale Your Backend - Need an Experienced Backend Developer?

We provide backend engineers who join your team as contractors to help build, improve, and scale your backend systems.

We focus on clean backend design, clear documentation, and systems that remain reliable as products grow. Our goal is to strengthen your team and deliver backend systems that are easy to operate and maintain.

We work from our own development environments and support teams across US, EU, and APAC timezones. Our workflow emphasizes documentation and asynchronous collaboration to keep development efficient and focused.

  • Production Backend Experience. Experience building and maintaining backend systems, APIs, and databases used in production.
  • Scalable Architecture. Design backend systems that stay reliable as your product and traffic grow.
  • Contractor Friendly. Flexible engagement for short projects, long-term support, or extra help during releases.
  • Focus on Backend Reliability. Improve API performance, database stability, and overall backend reliability.
  • Documentation-Driven Development. Development guided by clear documentation so teams stay aligned and work efficiently.
  • Domain-Driven Design. Design backend systems around real business processes and product needs.

Tell us about your project

Our offices

  • Copenhagen
    1 Carlsberg Gate
    1260, København, Denmark
  • Magelang
    12 Jalan Bligo
    56485, Magelang, Indonesia

More articles

Why Hong Kong Startups Are Turning to Flexible Async Contractors Over Full-Time Backend Hires

Full-time backend hiring in Hong Kong has become slower and more expensive. A growing number of startups have found a working alternative.

Read more

Database Migrations in Spring Boot — Flyway vs Liquibase and How to Set Up Either

Every production database needs a migration tool. Flyway and Liquibase both integrate with Spring Boot automatically. The choice between them is a tradeoff between simplicity and flexibility. Here is a complete setup for each and the criteria for choosing.

Read more

Jenkins Still Works. But Ask Yourself Why You Are Still Using It.

Jenkins is capable, battle-tested, and widely understood. It is also operationally expensive, slow to configure, and increasingly mismatched to how teams want to work. The question is not whether Jenkins can do the job — it's whether it's the right tool for your context.

Read more

How I Help Teams Move Fast Without Breaking Everything

Speed and stability aren't opposites — they're in tension, and managing that tension is a skill. Here's what actually enables fast, reliable delivery across the teams I've worked with.

Read more