This study explores the efficiency gains achievable when using the Wizzdi Cloud no-code platform compared to traditional backend development. Wizzdi Cloud uniquely combines the flexibility of standard development tools with the speed of no-code, promising to accelerate developer workflows significantly without imposing proprietary dependencies. Through a controlled experiment involving professional developers, the study demonstrates substantial time savings and an accessible learning curve, with completion times reduced up to 30 times compared to conventional development. Follow-up research will further investigate the impact of hybrid workflows (combining Wizzdi Cloud and traditional development) and evaluate Wizzdi Cloud’s performance on more complex projects involving additional aspects beyond domain modeling and CRUD operations.

Introduction

While most no-code platforms offer efficiency improvements, Wizzdi Cloud stands out by seamlessly integrating with established development tools and providing dependency-free code. This unique approach enables backend developers to use Wizzdi Cloud as an accelerator, enhancing productivity without the constraints commonly associated with no-code environments. Wizzdi Cloud-generated code is 100% free from platform dependencies, allowing developers to accelerate their work significantly. New users can learn its basic functionality within 30 to 90 minutes, even without prior experience.

This case study examines the efficiency gains achievable by backend developers using Wizzdi Cloud compared to traditional development methods. The study involved a group of Spring Boot developers who completed the same backend task using both traditional coding and Wizzdi Cloud. Results reveal considerable time savings, particularly for developers who previously trained with Wizzdi Cloud.

Methodology

Objective
The goal was to measure the efficiency of Wizzdi Cloud in creating a backend system compared to traditional development.

Participants
Four backend developers proficient in Java and Spring Boot were recruited, each with an average of three years of experience. The group included three developers (Developers A, B, and C) who had no prior experience with Wizzdi Cloud and one experienced Wizzdi Cloud user (Developer D).

Task Description
Developers were tasked with building a backend system to manage books, authors, and libraries. The system required:

• Entity definitions for Book, Book Instance, Author, Genre, Lender, Library, AppUser, and several linking entities to handle many-to-many relationships.

• CRUD REST APIs to manage the entities.

• Backend implementation using JPA 2.1 and type-safe criteria API.

• User management endpoints for registration and login.

• Docker script for launching the server in one command.

Process

1. Each developer was first asked to complete the task using standard development.

2. Developers with no prior Wizzdi Cloud experience (A, B, C) were then introduced to Wizzdi Cloud.

3. They were allowed a short learning period with the platform and asked to complete the task again on Wizzdi Cloud.

4. Developer D, already familiar with Wizzdi Cloud, completed the task on the platform for comparative purposes.

Results

The results show a significant reduction in development time for those using Wizzdi Cloud.

Developer	Time to Complete (Traditional)	Time to Learn Wizzdi Cloud	Time to Complete (Wizzdi Cloud)
A	419 minutes	N/A	N/A
B	639 minutes	50 minutes	22 minutes
C	340 minutes	N/A	N/A
D	N/A	N/A	9 minutes

• Developer B: Despite being new to Wizzdi Cloud, Developer B completed the task in only 22 minutes after a brief 50-minute learning period.

• Developer D: An experienced Wizzdi Cloud user, Developer D completed the task in just 9 minutes.

• Developers A and C, who worked using traditional development methods alone, took significantly longer to complete the task, ranging from 340 to 639 minutes.

The results underscored such a large efficiency gap that further testing was halted for Developers A and C, as it was clear they would not match the speed achievable on Wizzdi Cloud.

Discussion

The study illustrates the impact of Wizzdi Cloud’s no-code capabilities on backend development. Even developers with no previous experience saw a remarkable reduction in task completion time after a short training session. Wizzdi Cloud’s automatic handling of non-domain logic—such as API, criteria API implementation, and containerization—streamlines backend setup and enables developers to focus on core business logic.

Developers new to the platform achieved up to 30 times acceleration in task completion when using Wizzdi Cloud over traditional development environments. For experienced users, the speed was even more pronounced, reflecting the value of familiarity with the platform.

Conclusion

Wizzdi Cloud enables backend developers to significantly accelerate their workflows, achieving up to 30-fold improvements in speed without sacrificing the flexibility of traditional coding tools. The platform’s ability to generate fully independent, standard-compliant code offers developers the best of both worlds—speed and integration with traditional development workflows. Wizzdi Cloud is positioned as a powerful tool for organizations seeking to maximize efficiency in backend development without compromising code portability or flexibility.

Future Research

Future research will examine hybrid workflows that combine Wizzdi Cloud with traditional development environments, assessing whether combining both approaches yields further benefits. Additionally, research will focus on more complex projects that go beyond domain modeling and CRUD operations to explore Wizzdi Cloud’s capabilities in areas like security, business logic, and third-party integrations.

The post Efficiency Gains in Backend Development Using Wizzdi Cloud first appeared on wizzdi.

introduction

As someone who enjoys developing software as a hobby, I have been particularly interested in VueJS and have worked on various front-end projects. Recently, a family friend who owns a rapidly expanding local pizza chain asked me for help. He was dissatisfied with the current delivery apps and wanted one that could better reflect his brand – something modern, user-friendly, and adaptable to his business’s requirements.

Using a no-code backend platform was a strategic decision to bypass the complexities of backend development, allowing me to concentrate on what I do best: crafting a seamless and attractive user interface. With a no-code solution, I could effortlessly integrate essential features such as payment processing, order tracking, and real-time communication, which are typically time-consuming to implement. This approach significantly expedited the development process, enabling me to focus on enhancing the front end with VueJS, ensuring the app was functional, aesthetically pleasing, and intuitive.

The process of creating this pizza delivery app was both thrilling and challenging. It required me to integrate technical skills with creative design in order to offer a complete solution that would be attractive to both management, customers, and delivery staff. The choice to use a no-code backend was essential as it allowed me the flexibility to focus on the user interface and guarantee that the app could be easily scaled and adapted for use on various devices, from desktops to mobile phones.

Objectives

The post will delve into the main reasons for selecting a no-code backend platform, the steps involved in defining the app’s vision for various user groups, the careful design of the domain model, the integration and automation of business processes, and the challenges encountered and how they were resolved during the development process.

Why a No-Code Backend Platform?

Opting for a no-code platform, especially for the backend, was strategic due to several key factors:

• Multiple User Interfaces: The application must support various user interfaces to provide a consistent user experience across different devices.
• Rapid Development: The no-code approach accelerated the development process, enabling me to focus more on functionality and user experience.
• Ease of Integration: The platform simplified complex processes by providing built-in support for integrations like payment gateways and real-time communication.
• Scalability and Flexibility: It provided the infrastructure to adapt to changing business requirements and user needs.
• Cost Efficiency: The platform provided a cost-effective solution for building and maintaining the backend by reducing the need for extensive coding.

However, the decision to use a no-code platform was challenging. One of the initial hurdles was ensuring that the platform could seamlessly integrate with the various user interfaces required for the app. This was overcome by carefully researching and evaluating the platform’s integration capabilities and thoroughly testing the integration process.

The Vision

Before starting the development process, I carefully outlined the app’s objectives for each user group to ensure that the solution effectively met all their needs. I aimed to create a valuable tool for management, customers, and delivery personnel.

For Management:

• Branch Management: Tools for managers to add, update, and organize branches to track various locations efficiently.
• Topping Management: A system for managing menu items ensures that offerings are current and reflect inventory and customer preferences.

For Customers:

• Order Creation and Customization: A seamless process for creating and customizing orders, including a smooth checkout experience with PayPal.
• Real-Time Tracking: With WebSocket technology, customers can track their delivery from preparation to arrival.

For Delivery Personnel:

• Efficient Communication: The server automatically receives the location of delivery personnel, enabling better customer service and management tools.

During the vision-defining stage, one of the challenges we faced was ensuring that the app’s features and functionality met the needs of all user groups without becoming overly complex. We addressed this by carefully prioritizing the most critical requirements and iterating on the design to balance comprehensiveness and usability.

The Domain Model

The design of the domain model was crucial for building the entire pizza delivery app. It was a key step in determining the app’s functionality and ensuring smooth data management. Instead of just listing entities and their relationships, I aimed to bring this process to life and highlight the thought and creativity behind it.

Laying the Groundwork: Basic and SecuredBasic

At the very core of the domain model, I established the Basic and SecuredBasic entities. These served as the building blocks, providing a standardized structure for all records in the system. The Basic entity encapsulated essential fields like id, name, creationDate, and updateDate – a common thread that ran through the entire database.

Extending this foundation, the SecuredBasic entity introduced an additional creator field, allowing me to link each record to a specific user. This enhanced the app’s security and paved the way for personalized experiences and user-specific data management.

Mapping the Pizza Ecosystem

After laying the groundwork, I created the components to bring the pizza delivery app to life. One of the main components captured the information of each pizza store, such as its location coordinates. This was crucial as it enabled the system to monitor orders for each store, making delivery routes and times more efficient.

Closely tied to the Branch was the PizzaOrder entity, which extended the SecuredBasic structure. This entity was responsible for meticulously tracking the status of each order, guiding it through the various stages – from DRAFT to STARTED, PREPARE, BAKING, DELIVERY, and finally, COMPLETE. This level of granularity ensured that both customers and management could stay informed every step of the way.

Customizing the Perfect Pizza

At the heart of the app’s functionality was the ability for customers to create and customize their pizzas. The Pizza entity captured the details of each pie, with a direct relationship to the PizzaTopping entity. This allowed for an endless combination of toppings, each with its price, to be added to the order.

The Topping entity served as the master repository of available toppings, providing a centralized and easily manageable system for the pizza business to maintain its menu. With this domain model in place, the app could not only handle the standard pizza orders but also cater to each customer’s unique preferences.

Bringing it All Together

By meticulously designing this domain model, I created a robust and flexible system that could adapt to the dynamic needs of the pizza delivery business. Each entity and relationship was carefully considered, balancing comprehensiveness and ease of use. This foundational work paved the way for the seamless integration and automation of the app’s core business processes.

Payment and Real-Time Location

Interested in learning more about the app?

• Code Repository: [Link to code]
• App: [Link to App]

The post Building My Pizza Delivery App: A Developer’s Journey first appeared on wizzdi.

In this short blog, we are discussing the merits and drawbacks of no-code systems. For startups, building a minimum-value product is often the only visible goal.

Resources may be scarce, and entrepreneurs may prefer to avoid hiring developers, even if it may require them to rewrite an application once resources are available.

What are no code systems?

No-code systems are platforms or tools that enable users to create software applications without coding. These systems offer a visual development environment where users can drag and drop components, configure workflows, and set up integrations to build fully functional applications. The main objective of no-code systems is to make software development accessible to individuals who do not possess conventional programming skills.

Common Use Cases

• Internal Tools: Companies often use no-code platforms to build internal tools, dashboards, and workflow automation to streamline business processes.

• MVP Development: Startups can use no-code tools to build Minimum Viable Products (MVPs) and quickly validate ideas before committing to full-scale development.

• Automating Business Processes: No-code platforms are commonly used to automate repetitive tasks such as data entry, reporting, and communication workflows.

Atypical Use Cases

• Large-scale applications that serve a large number of users.

• Applications with complex security requirements and advanced data access control.

• Applications with complex integration requirements.

• Enterprise-grade applications.

• SaaS applications supporting multitenancy.

The Benefits of No Codes Systems

Speed of Development

• No-code platforms allow you to quickly bring your ideas to life, enabling rapid prototyping and iteration without waiting for a complete development cycle.

• Time to Market: If your startup needs to launch a product or service quickly, using a no-code solution can significantly reduce development time, enabling you to capture opportunities faster.

Cost Reduction

• Cost-Effective Development: No-code platforms do not require a large development team, lowering the initial costs of custom coding.

Allow more people to participate

• When your team lacks technical expertise, a no-code platform allows you to create and manage applications without hiring expensive developers.

• No-code systems allow entrepreneurs to focus on their business strategy and operations instead of getting bogged down by technical challenges.

Fits the startup’s early stage

• No-code platforms are ideal for startups in the early stages, where the focus is on validating the idea rather than scaling rapidly.

The drawbacks

Most drawbacks are irrelevant if you plan to build a minimum viable product (MVP), knowing that a rewrite from scratch will be required.

In a recent user survey conducted on Reddit, the following drawbacks were specified by readers:

Vendor Lock-In

More than half of the users consider this the main issue with no-code systems. Vendor lock-in has several implications, some of which are not immediately apparent when implementing a new system.

Intellectual Property lock-in

Almost all no-code systems are designed to run exclusively within their environment, utilizing libraries and paradigms specific to the platform. As a result, any intellectual property created within the no-code platform has limited usability outside of it.

Deployment Lock-in

Most no-code vendors only allow deployment on their infrastructure. Some offer an on-premises installation option, which can ease the hosting costs. However, this option is still based on proprietary technology that can cease to be developed and maintained.

Mandatory hosting can lead to uncontrolled and high costs for a startup at the scale-out stage. Some solutions even charge a monthly fee for each end user, who is not a developer but a user of the running system.

Lock in through a technical debt

For every no-code system, there may be a small number of knowledgeable developers who can further develop anything you build. Expanding such systems using traditional programming languages is sometimes possible but relies on specific non-standard software interfaces. Covering the technical debt may necessitate a full rewrite using conventional development tools.

Lack of some features

No-code systems have a set of features. When a system in development becomes complex, more features are required, and adding them can be impossible or difficult. In that sense, traditional development is way more flexible and practically limitless.

Unlike the frequent hype, not every missing feature in a no-code system can be implemented via code.

For example, suppose a no-code system does not support multitenancy or fine-granularity data access control. In that case, it will be tough to add such a feature, as it is built into the system at a deep level.

If all you aim for is a prototype, you may forgo some features until you complete a rewrite using a traditional development workflow.

Complexity and Steep Learning Curve

One of the fallacies associated with no-code development is the belief that ‘anyone can become a no-code developer.’

This is as incorrect as claiming anyone can master Photoshop or Excel.

Powerful no-code platforms are designed to solve complex problems and have many features and workflows that must be mastered.

To successfully use a no-code system, you need to:

• Deeply understand the application domain in which your product operates. This is crucial for designing any system using any development workflows and tools.

• Be willing to invest time in learning, trying, and making mistakes.

• Understand that you may need developers’ help even before a Minimum Viable Product is completed, let alone when you need to scale.

• Understand that a system cannot be viewed through its user interface. Sometimes, entrepreneurs see only the user interface of their product. In most cases, the backend matters more.

• Realize that many workflows are faster to implement in a no-code system while others may be faster to code. Developers tend to prefer doing everything in code.

Low performance of the created App

A discussion of the two main no-code deployment types is required to understand the reason for this observation.

In general, no-code systems are implemented using two main approaches:

The Immediate Execution System.

• Immediate execution systems offer immediate feedback as you develop without compiling a target code. You can sometimes identify such a system by adding data to your data store immediately after defining an entity. The runtime and design phase are intermixed. However, these systems typically run slower in production and require more resources to prevent slowdowns. It can be confidently stated that these systems do not provide any flexibility in deployment, whether on-premises or elsewhere. Some of the vendors offer a guarantee that in the case of going out of business, they will allow on-premise deployment; no one has ever tried that….

The Immediate Execution System may have an advantage related to debugging an application.

The Code Generators

• Systems that compile a target image include the necessary dependencies and database setup. These systems separate the design phase from the deployment phase. The deployment becomes available after a noticeable amount of time is needed to prepare a deployable image. Such systems may deliver better performance once the runtime is deployed, and their performance is inherently similar to compiled code in other programming workflows and tools. Deploying these solutions on-premises or outside a no-code vendor’s cloud is more practical.

Data lock-in

This is a frequently overlooked disadvantage. One of the main assets of any organization is the collected data.

Most no-code vendors do not provide an easy way to access the data accumulated in their systems.

Apis for accessing the data can be implemented on some of the systems, but direct access to the database server, if one exists as such, is unavailable.

When you have control over the deployment and can access the database anytime, you can back it up, clone it, or copy data from specific tables/collections.

Data lock-in may be critical when switching from a no-code solution to a traditional development solution, as the accumulated data may be valuable.

Conclusion

In summary, while no-code systems offer significant benefits in speed, cost, and accessibility, especially for startups and small businesses, they also have inherent limitations that can affect scalability, flexibility, and long-term sustainability. These platforms are great for quickly bringing ideas to life, building MVPs, and streamlining internal processes. However, for more complex, large-scale applications or those with specific security and integration requirements, the disadvantages of no-code systems—such as vendor lock-in, limited features, and potential data lock-in—can present significant challenges.

When evaluating a no-code platform, it’s crucial to determine if it meets your project’s specific requirements and long-term goals. For early-stage startups, the benefit of rapidly prototyping and validating ideas might outweigh any potential drawbacks, making no-code an attractive option. However, as your business grows and your technical needs evolve, transitioning to traditional development may be essential to maintain control, flexibility, and performance.

Fortunately, recent no-code developments address most of these challenges while retaining the benefits. For example, no-lock, no-code platforms like Flutter Flow for the front end and Wizzdi Cloud for the backend offer more flexibility by allowing users to export clean, usable code that isn’t tied to a specific vendor’s ecosystem. This approach mitigates the risk of vendor lock-in and provides greater control over the deployment and future development of the application.

As the demand for no-code solutions continues to grow, more vendors will likely adopt similar approaches, offering tools that combine the speed and accessibility of no-code with the flexibility and control typically associated with traditional development. This evolution could make no-code platforms an even more attractive option for a broader range of projects, allowing businesses to leverage the best of both worlds.

In my next article, I will share my journey while building a complex parking platform using no-code.

The post Is No-Code Right for Your Startup? first appeared on wizzdi.