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Implementing a Clean Architecture with Nest.JS (Part 2)

7 minutes read

It’s been a while since my last article Implementing Clean architecture with NestJS was rolled out where we went through some high-level concepts of clean architecture and the underlying structure of Nest.js. This article is the next part of the same series wherein I will try to break down different layers of Clean architecture and share some of the useful Nest.js tools/concepts that can be used in our implementation. Although, we will not be doing “Real” coding in this part.

So without any further delay. Let’s dive in…

Clean architecture aligns with the objective that the system should be independent of any external agency. It can be a framework, Database, or any third-party tools that are being used by the system. It also focuses on ‘Testability’ which in the modern era of development is a major consideration.

If we dissect the above diagram, what we find is

  • Layers: Each circle represents an independent layer in the system.
  • Dependency: The direction is from out to in. Basically, it means that the outer layers are dependent on the inner layer and the Entity layer is independent.
  • Entities: It will comprise all the entities that will construct your application. e.g. User Entity, Product Entity, Etc.
  • Use cases: To every entity, there are going to be specific use cases that will actually comprise all your core logic. E.g. Generating a password for the user, Adding a product, Etc.
  • Controllers/Presenters: These are basically gateways to your system. You can think of them as entry/exit points to the use cases.
  • Frameworks: It contains all the specific implementations e.g. web framework, database, loggers, Exception Handling.

What I find really interesting and intriguing about this type of system is that it focuses on business logic instead of the frameworks and tools used to run the logic. 

That means it hardly matters which database you choose, and which framework you are using. It can change and evolve over time but what will remain constant and intact is your business logic and the entities of the application.

Let’s try to slowly stack up the layers and try to understand through an example…

Basic application with Users and Products

In our example, we will represent a simple application that actually is responsible for CRUD operations on User and Product Entities.

I will be taking Nest.JS as a reference wherever I will explain the implementation of any functionality. Will touch base on concepts/tools like Dependency Injection, Repository, Class-Validator and DTO.

Entities and Use Cases: Core of our business

At its core, our business logic is defined by two layers of clean architecture: 

  1. Entity layer: Comprises all the business entities that define our application.
  2. Use-case layer: Comprises all the business scenarios that our entities support.
  1. Entities: The building block of our application

Entities are the only independent layer in our system and will comprise information that is not meant to change over a period of time and will shape our application functionality. This also means that these layers will not be affected by any change in the external environment e.g. Services, controllers, and routing. 

There will be only two entities in our application:

a) Product: ID, Name, Category, Cost & Quantity

b) User: ID, Name & Email

  1. Use-Cases: Fundamental part of our business logic.

Use cases are only dependent on Entities and orchestrate all the scenarios that comprehend their counterpart Entity. For two of our entities, we will have the following use cases:

Product

  • Add a product
  • Get a product by Id
  • Get All products
  • Get Products by cost, category, or quantity
  • Update a product
  • Delete a product

User

  • Add user
  • Get User by Id
  • Get All Users

Now, we need to declare these entities and use cases in our codebase and we need to have some form of database service. Database service can be an ORM/SDK which will connect with our database Postgres/MongoDB etc.

  • One way to do it is to use this SDK/ORM as a direct implementation in our use cases and hence making our use cases dependent on the SDK/ORM we use. Any change in the SDK/ORM will directly impact our logic hence defying the main motive of clean architecture.
  • Other way or I would say, the best way, is to take advantage of abstraction and dependency injection. With help of something called a repository(Abstract service/layer) which sits between our use case and the DB implementation. We can create an abstract layer of service injected into our use cases where we will define methods that will be independent of the type of database and the implementation of those methods will depend on the database used. 

This will give us the flexibility to change the DB at our will. All we need to do is the DB implementation of the repository methods and we do not touch our logic at all.

Repository: As mentioned above, the Repository will contain the implementation of the abstract functions which will be used in our use case. In our example, those functions can be InsertItem, updateItemById, getItemById, getItems, fiterItems. This can be a generic repository. We can also have specific repositories for use cases as well which will contain more specific functions like addUser, getUserById, getUsers, addProduct. getProducts, etc.

Our use cases will always call these abstract methods without actually knowing about the DB used.

Controllers and Presenters: Data carriers for our business

Now that the core is set, we have defined our entities and use cases. Something has to act upon our use cases in order for the system to work. Data needs to be passed to the use cases to be stored and updated and similarly, processed data has to be sent out for the end users to be able to use the information. Well, That’s what Controllers and Presenters are there for.

One can think of them as adapters that bind our use cases to the outer world. In basic terminology, Controllers are used to responding to user input e.g. validation, transformation, etc. while the presenters are used to format and prepare data to be sent out.

In clean architecture, the controller’s job is:

  • Receive the user input — some kind of DTO 
  • Sanitization: validate user input
  • Transformation: convert user inputs to the desired type required by entities/use cases
  • Last but not least, call the use case

The controller will only have the formatting of the data. No business logic. On the other hand, the job of the presenter is to get data from the application repository and then build a formatted response for the client. Its main responsibilities include

  • Formatting: converting strings and dates.
  • If needed, add presentation data, like flags.
  • Prepare the data to be displayed in the UI.

In NestJS, the functionality of the controller and presenter is implemented under controllers only, there is no different presentation component in nestjs. With the help NestJS, we will validate our user input using validation pipes and transform our DTOs to business objects using transformation pipes.

Under the hood, nestJs uses a class-validator library for all validations. All we need to do is wrap our DTO with a class-validator decorator and specify our validation properties and we are good to go.

External Interfaces: Our Frameworks

Now that our mission mangal is set to launch. All we need is the right platform. What I mean is that now we have our core ready, and gateways and channels are ready to take inputs. What we need is to set it up with the right frameworks eg. Database, logging, error handling, etc.

For example, for DB we can use TypeORM for our data services and database modelling. We can use Winston for logging. Web application frameworks can either be Express or Fastify.

Summary

This article summarizes all the layers of clean architecture using a real-world example with help of Nest.JS. We tried to demonstrate how we can build a robust structure of layer-by-layer services that decouple our core business logic from frameworks. 

It gives us the superpower to change our frameworks without even worrying about breaking the code. We can easily move from MySQL to PostgreSQL, Express to Fastify without bothering our business logic. This will help us reduce the cost of transition and ease of testing.

I believe that this article would help a lot of you who strive to write clean and maintainable code. Will be back with more content soon. Till then, sayonara!

About the Author:

Junaid Bhat is currently working as a Tech Lead in Mantra Labs. He is a tech enthusiast striving to become a better engineer every day by following industry standards and aligned towards a more structured approach to problem-solving. 

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The Pet Tech Boom You Can’t Ignore: How Smart Devices Are Revolutionizing Pet Care

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What’s your first thought when you see a puppy strutting around in a tiny sweater or hear about luxury pet spas? Maybe, “That’s adorable!” or “Why don’t I have that life?” And let’s be honest—some pets have social media accounts with better engagement than most of us. Beyond the cuteness, these trends signal a deeper shift. The global pet care market is booming, with India’s pet Industry alone hitting $3.20 billion. It’s the age of pet tech, Today, pets are family—sharing our homes, routines, and emotional lives. 

It’s not just technology for convenience’s sake, these innovations address real pain points. By solving pet-owner concerns, pet tech transforms pet care into a proactive, data-driven, and deeply connected experience.

Innovations Driving the Pet Tech Revolution

Here’s how technology is reshaping the industry:

  1. AI-Powered Insights
    AI doesn’t just automate, it learns. Devices now recognize pet behavioral patterns of the pets to make personalized recommendations, whether it’s switching a pet’s diet or alerting owners to early signs of illness. 
  2. Wearable Tech
    These aren’t just GPS trackers; they’re fitness and health monitors for pets. From tracking activity levels to monitoring heart rates, wearable technology for pets is becoming an essential tool for modern pet parents. For instance, a dog recovering from surgery can wear a tracker to alert you if they’re too active, preventing injury.
  3. Smart Devices
    Automating routine tasks like feeding, watering, and waste management frees up time while ensuring your pet’s basic needs are met. Think smart pet feeders that portion meals based on your pet’s diet plan or self-cleaning litter boxes that operate automatically after every use.
  4. Telemedicine Platforms
    Virtual vet consultations are game-changers, especially in urban areas where time and traffic are challenges. Imagine spotting unusual behavior in your cat and connecting with a veterinarian online instantly through video for advice.
  5. Interactive Gadgets
    Smart pet toys and cameras aren’t just fun—they address pet anxiety, loneliness, and boredom. Treat-dispensing cameras let you check in on your dog and reward them with a snack while you’re away.

Startups: The Powerhouses of Pet Tech Innovation

Pet tech’s meteoric rise is fueled by ingenious startups redefining what’s possible:

  • Pet Wireless: Tailio, their health monitoring platform, combines non-wearable sensing devices, cloud-based analytics, and a mobile app. It empowers pet owners with insights and helps vets deliver superior care.
  • Dinbeat: This startup specializes in wearable tech for pets, offering devices that remotely monitor vital signs. Alerts via a mobile app ensure timely intervention.
  • Obe: By harnessing real-time consumption data, Obe’s digital wellness platform allows pet owners to make informed health and nutrition decisions. Early diagnosis capabilities are a game-changer.
  • Scollar: Their full-stack platform integrates a modular smart collar, mobile app, and cloud data service. Scollar offers comprehensive solutions for managing pet and livestock health.
  • Mella Pet Care: Known for its AI-assisted, non-rectal thermometer, Mella provides fast and non-invasive temperature readings. Its seamless integration with apps and patient management systems enhances diagnostics.

Globally, the pet tech industry is riding a wave of growth, driven by innovation and shifting consumer behaviors: Market reports predict continued expansion, highlighting the rise in demand for smart pet care solutions and personalized offerings.

Conclusion: A Revolution in the Making

Pet care technology is transforming, blending tradition with technology to create a seamless and smarter experience. As brick-and-mortar pet stores evolve with online conveniences like home delivery and smart pet toys become everyday essentials, the possibilities of pet tech are redefining what it means to care for our furry companions. Advanced analytics now tailor diets, grooming, and preventive care, ensuring our pets get the attention they deserve.

Yet, amidst all the innovation, the essence of pet care remains rooted in love, connection, and trust. While gadgets can simplify tasks, they can never replace the joy of a wagging tail, the warmth of a purr, or the bond that comes from shared moments. As we embrace this technological revolution in pet care, we must also prioritize ethical innovation—where privacy, security, and empathy lead the way.

At Mantra Labs, we are committed to building solutions that empower pet parents without compromising the human-animal bond.

The pet tech revolution isn’t just about innovation—it’s about elevating how we care for our pets, ensuring they live happier, healthier, and more connected lives. Whether you’re a pet parent, an industry leader, or simply curious about the future, one thing is clear: our pets aren’t just part of our lives; they’re part of our hearts. And with technology, we can give them the care they truly deserve.

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