Big News! Split to be acquired by Harness. Read More

Monoliths vs Microservices vs Serverless


Split - Monolith vs Microservices vs Serverless

In the ever-evolving landscape of software development, selecting the right architectural approach is a critical decision that can greatly influence the success and scalability of a project. As technology advances and the needs of businesses grow more complex, developers are continually presented with a variety of architectural patterns, each with its own unique set of benefits and challenges. 

Among the most prominent and widely debated are monolithic architectures, microservices, and serverless computing. Understanding the nuances, strengths, and limitations of each of these architectures is essential for developers, architects, and business stakeholders to make informed decisions that align with their project goals and operational strategies.

This post aims to delve deep into each of these architectural patterns, comparing and contrasting them across various factors such as scalability, complexity, deployment strategies, and maintenance needs, to provide a comprehensive perspective on how to choose the right architecture for your project.

Understanding Monolithic Architecture

Monolithic architecture, viewed as a large, unified structure, is a software application designed as a single unit. It weaves together all functionalities, including the user interface, server-side application logic, and database operations, for more efficient communication and better coordination.

This architecture’s simplicity often makes it the go-to choice for small-scale applications or startups with a narrow focus. While monolithic might imply “old school” or lack of innovation, it instead provides a platform for developers to work without the burdens of distributed systems.

Advantages and Disadvantages of Monolithic Architecture

The straightforward design of monolithic architecture lets development and deployment move fast. With all components interconnected, testing becomes easier, as developers can assess the entire application’s performance using the existing infrastructure.

Yet, monolithic architecture isn’t perfect. As the application expands, its complexity increases, complicating modifications. Changes in one part can unintentionally impact other parts of the application, leading to system-wide issues. Scalability can also be problematic, as it often necessitates scaling the entire application rather than just high-demand areas.

Despite these constraints, monolithic architecture isn’t inherently bad. Much like a well-designed building, it can offer stability and reliability when used correctly. However, it requires thoughtful planning and careful implementation to avoid becoming an inflexible, immovable structure that hinders growth.

Defining Microservices

Microservices, or microservice architecture, functions like a city filled with specialized, independent buildings – each with a unique role. Each service exists in its own environment, communicates through well-defined interfaces, and can be written in different programming languages, offering developers a high degree of flexibility.

For example, consider a streaming service. One microservice handles user authentication, another manages video selection, and a third oversees streaming. Each can update or scale independently, allowing for continuous delivery and deployment of large, complex applications.

Pros and Cons of Microservices

Scalability stands as a major advantage of microservices architecture. Each microservice operates independently, allowing you to scale services based on demand, conserving resources by only scaling high-demand services. Resilience is another advantage. If one service fails, the rest continue to function, avoiding system-wide outages.

Microservices also promote a more efficient form of organizational alignment. The purpose of a service and its interfaces are easily agreed upon with Microserves, even though the internals don’t require agreement across multiple teams.  Therefore, teams can focus on a specific service or function, increasing productivity as teams work independently for faster deployment and agile response to changing needs.

However, microservices architecture can present challenges. The distributed nature of this architecture can lead to complex communication and data consistency issues. As each service has its own database, maintaining data consistency across services can be difficult. Developers must manage inter-service communication, which can sometimes result in latency issues. Additionally, managing a large number of services can become complex and require advanced management and monitoring solutions.

While microservices offer numerous advantages like scalability, resilience, and productivity, they require careful planning and coordination. Deciding to adopt this architecture involves a careful consideration of both the challenges and benefits.

Understanding Serverless Computing

To continue our metaphor, serverless computing is akin to a city where buildings spring up only when required and disappear when their purpose is fulfilled. It’s an architectural model, where the responsibility of server management and allocation is not on your shoulders. Instead, servers are provisioned and decommissioned on-demand to execute code, creating an adaptable system that responds instantly to your needs.

This model only charges for the compute time you use. There are no idle servers, ensuring resources are utilized efficiently. It can cut operational costs and enhance productivity, allowing developers to concentrate on writing code rather than managing servers.

Assessing Serverless Computing

Serverless computing shines in its scalability. It allocates resources on-demand, enabling your application to seamlessly handle high-traffic events and scale down during quieter times. This flexibility ensures you meet user demands without manual intervention.

However, it’s not without its drawbacks. The dependency on a cloud provider’s specific serverless implementation can lead to vendor lock-in, posing challenges when switching providers. You’re bound by the provider’s capabilities and limitations, which may not always meet your requirements. Performance issues like “cold starts” – delays in function execution after periods of inactivity, can also arise.

While serverless computing offers an efficient, scalable solution, it’s essential to understand its pros and cons. Considering this model, such knowledge is critical for businesses, ensuring it fits their operational needs and development strategies.

Analysis of Architectural Differences

Recognizing that each of these architectures has distinct advantages and drawbacks, making the right decision for your next project or digital product often comes down to a few key details.  These details are best highlighted through comparing and contrasting each.


Monolithic architectures often face scalability problems as the applications grow since scaling demands additional resources for the whole structure. In comparison, microservices and serverless architectures are more efficient. Microservices allow selective scaling of individual components, while serverless architectures offer automatic and on-demand scaling, making them suitable for applications with fluctuating demands.

Complexity and Deployment

Monolithic architectures are initially less complex but can become unwieldy as the application expands. Any changes made affect the entire application. Microservices architectures, while more complex due to their distributed nature, offer the advantage of deploying and updating separate services. This enhances speed and flexibility. Developers can swiftly deploy individual functions in serverless architectures, but managing stateless computations and handling cold starts can be challenging.


Maintenance is a key consideration in any architecture. Monolithic architectures are simple to grasp but can be difficult to maintain as they grow. Changes in one area can cause cascading effects, leading to intensive debugging. Microservices architectures reduce the risk of system-wide impact by allowing isolated maintenance and updates. 

However, coordinating these services can be demanding. Serverless architectures require minimal maintenance as the service provider manages most of the infrastructure, but developers must work within certain limitations such as execution time restrictions and vendor lock-ins.

Selecting the Right Architecture for Your Team

Selecting the right software architecture requires a detailed evaluation of your project’s scale, anticipated growth, and special requirements. Monolithic, microservices, and serverless models each present unique advantages and limitations. For instance, monoliths offer straightforwardness, while microservices deliver adjustability, and serverless architectures promise scalability. It’s crucial to remain adaptable within this continually evolving field, ensuring you make the best choice for the success of your project.

If you are looking to migrate from a monolithic architecture to microservices or serverless, then feature flags are an essential tool. Feature flags provide a powerful mechanism to gradually migrate, allowing for safe, controlled migrations. How do they work? They enable teams to decouple deployment from release, easing the transition by selectively enabling or disabling traffic to newer architectural features at runtime. This approach minimizes risk, facilitates testing in production, and supports a smooth evolution towards a more modular and scalable architecture. Here are some great resources that explain the use of feature flags in architecture migrations:

Switch It On With Split

The Split Feature Data Platform™ gives you the confidence to move fast without breaking things. Set up feature flags and safely deploy to production, controlling who sees which features and when. Connect every flag to contextual data, so you can know if your features are making things better or worse and act without hesitation. Effortlessly conduct feature experiments like A/B tests without slowing down. Whether you’re looking to increase your releases, to decrease your MTTR, or to ignite your dev team without burning them out–Split is both a feature management platform and partnership to revolutionize the way the work gets done.  Schedule a demo to learn more.

Get Split Certified

Split Arcade includes product explainer videos, clickable product tutorials, manipulatable code examples, and interactive challenges.

Want to Dive Deeper?

We have a lot to explore that can help you understand feature flags. Learn more about benefits, use cases, and real world applications that you can try.

Create Impact With Everything You Build

We’re excited to accompany you on your journey as you build faster, release safer, and launch impactful products.