Architect in Mind,Master your backends
Generate and deploy reliable, scalable, sustainable software backends with AI powered ontological code generation.
Revolutionizing Backend Development
Mindbricks is an advanced platform for generating, deploying and monitoring scalable, microservice-based backends. At its core, Mindbricks provides code generation based on an ontological (semantics) framework, transforming user-defined business patterns into production-ready, robust software systems. Different than other AI code generators, AI in Mindbricks builds a holistic, consistent and powerful ecosystem by the help of this semantic layer.
Patterns at work
Mindbricks main strength lies in its ability to generate code from an ontological layer that structures business needs into patterns.
The patterns represent both generic business concepts and specific technological requirements. The platform's code generation engine, supported by pre-defined pattern schemas, allows users to define their unique business logic using an intuitive frontend interface. Once validated, Mindbricks generates microservices-based code, documentation, and deployment-ready environments (initially for Node.js, with plans to expand to Go, .NET, and Python).
BRIX : Our unique approach at AI Code Generation
BRIX is a crucial component of Mindbricks, leveraging AI technology to enhance the platform's capabilities beyond simple code generation.
While Brix is not an AI code generator, it plays a critical role by interpreting user prompts and generating business patterns that align with Mindbricks ontology. By utilizing Retrieval-Augmented Generation (RAG), Brix can generate complete project structures in seconds, turning business needs into full-fledged backend systems.
Brix is also capable of identifying 'anti-patterns' or business needs that fall outside Mindbricks predefined ontology. In such cases, it suggests code fragments and integration points that users can inject into their projects.
Microservices in Harmony
Mindbricks employs a domain-driven architecture, making microservices the optimal choice for building your application. While you can opt for a monolithic architecture if desired (though it's not recommended), Mindbricks ensures that microservices are designed to work in perfect harmony. By utilizing event-driven communication, any service route within Mindbricks can be triggered by another service’s Kafka message. For data sharing, Mindbricks implements a refined CQRS pattern called MCMQ, enabling aggregation and caching across services using Elasticsearch and Redis.
Mindbricks architecture is flexible, allowing you to seamlessly deploy third-party or custom services alongside native Mindbricks services. External services within the Mindbricks environment can trigger other services, listen to message brokers, publish messages, and consume REST or gRPC interfaces of any native service.
Everything at once
At Hexaworks, you'll have the chance to work with cutting-edge technologies, tackle complex challenges, and make a meaningful impact.
Challenges in Current AI-Based Code Generation
Current AI-based code generation methodologies face significant challenges that impede the development of reliable codebases. Due to their indeterministic nature, AI-generated code often includes a high degree of entropy, making it difficult to validate or review in a fully managed approach. Additionally, AI generation is not holistic; achieving consistency in large codebases requires wrapper agents with complex merging strategies. Furthermore, AI models have limited context sizes, so maintenance becomes challenging when providing the entire codebase back to the model for update suggestions.
Beat the Entropy in Generated Code
Mindbricks tackles the issue of entropy in AI-generated code by introducing a rich ontology layer, ensuring that the AI produces semantically consistent output. Thanks to the managed nature of its ontology, the AI-generated semantic architecture can be easily validated and enforced for consistency. The Mindbricks engine then seamlessly transforms this into reliable, bug-free code, creating a cohesive and maintainable ecosystem. Furthermore, since the semantic document is concise, updates can be easily performed by fully feeding the document into the AI context.
Manage Your Team & Development Cycle
Mindbricks simplifies more than just code generation and deployment—it streamlines the entire product development lifecycle. Build your team, assign service ownerships, and manage product maintenance using Mindbricks’ powerful SaaS features. Mindbricks allows you to separate development, staging, and production environments for greater control. First, deploy to the staging environment, test and refine your application, and once everything is ready, seamlessly launch the live version in the production environment.
Security Layer
At Mindbricks, security is our top priority, alongside system performance. Our authentication mechanism relies on advanced cryptographic features, ensuring that all private keys, database credentials, and system passwords are securely generated and stored. These sensitive details are never exposed or accessible, and they are never included in Git repositories of the application, guaranteeing the highest level of protection for your system.
Host your application with one click
No need to stress over the often confusing and complex process of deploying your application to a server. With Mindbricks, simply click the 'Host' button to deploy your application to our cloud infrastructure. You can choose from suggested machine configuration options, automatically tailored to your application's complexity and expected user traffic, ensuring optimal performance from the start.
Your backend is Documented
Documentation is often a challenging but crucial aspect of software development, providing clear explanations of APIs for anyone who will consume them. Since Mindbricks is the architect of your backend, it can effortlessly generate comprehensive, human-readable documentation. This includes a REST API guide, a gRPC API guide, an Event Traffic guide, a developer guide for those who will read and extend your code, a DevOps guide for understanding your backend infrastructure, and guides for frontend and mobile developers with code samples to help them build clients for your backend.
Admin Panel
Users can access all the data objects of their backend through an elegant Admin Panel that's automatically generated based on their architecture. This intuitive interface allows users to effortlessly create, update, delete, or list their records without writing any additional code. The Admin Panel mirrors the structure of your backend services, ensuring seamless interaction with your application's data.
Extensive Logging
Mindbricks-generated services include logger agents that seamlessly log everything to Elasticsearch without interrupting the business flow. These logs capture every step of the request-response cycle, allowing you to monitor all process behaviors, data exchanges between components, events, database results, and, of course, any errors that may occur. Mindbricks also generates a frontend project for log viewing and deploys a powerful log monitoring tool. This enables you to analyze your business flows extensively with a host of tracing and filtering features.
Event Monitor
Mindbricks-generated services include logger agents that seamlessly log everything to Elasticsearch without interrupting the business flow. These logs capture every step of the request-response cycle, allowing you to monitor all process behaviors, data exchanges between components, events, database results, and, of course, any errors that may occur. Mindbricks also generates a frontend project for log viewing and deploys a powerful log monitoring tool. This enables you to analyze your business flows extensively with a host of tracing and filtering features.
Start Selling Your Product When It's Still an Idea
Mindbricks is a powerful tool for startups, entrepreneurs, and independent developers who want to bring their brilliant ideas to life as quickly as possible. With its production-focused design, Mindbricks enables you to monetize your idea rapidly. Instead of getting stuck in the technological complexities and spending endless nights coding, you can think of Mindbricks as your most talented developer. Launch a live product shortly after conceptualization, supported by this exceptional platform and a dedicated team ready to assist you.
To go strategy
Mindbricks can serve as your long-term development environment, but you always have the option to export your code, documentation. And configurations to any drive location or Git repository. This allows you to continue developing your project independently using traditional methods. The code generated by Mindbricks is clean, well-structured, and thoroughly documented, making it easy to extend and maintain. While you can add custom code directly to any part of the Mindbricks-generated application, you also have the option to implement new features as separate middlewares. Mindbricks includes a plugin registration mechanism with hook points, allowing you to seamlessly integrate custom middlewares into the system. This ensures that if you choose to return to Mindbricks later, you can resume automatic code generation without overwriting your custom additions.
Curriculum Vitae
Mindbricks skills as a developer
Mindbricks is more than just a senior developer; it's a talented software architect with an extensive array of skills. Here is Mindbricks curriculum vitae.
Microservice Architecture
Specializes in creating scalable, independent microservices, enabling modular application development.
SQL Databases
Supports integration with SQL databases, providing robust data management capabilities.
NoSQL Databases
Offers compatibility with NoSQL databases for flexible data models and scalable storage.
Data Integration
Facilitates easy data integration in various relational patterns, including parent-child and one-to-one relationships.
Authentication
Implements diverse authentication mechanisms like JWT token creation, SSO logins, and custom authentication methods.
Authorization
Supports multiple authorization scenarios including role-based, fine-grained, attribute-based, and object-based models.
CRUD Operations
Manages essential data operations like Create, Read, Update, and Delete efficiently.
Caching
Generate models, APIs, and configuration using the power of AI
BFF Pattern
Optimizes the backend to suit specific frontend needs, particularly useful in aggregation services.
CQRS Pattern
Implements CQRS for separate handling of read and write operations.
Elastic Search
Seamlessly integrates with Elastic Search for enhanced search and CQRS support.
Redis Integration
Utilizes Redis for effective caching and token management.
Kafka Message Broker
Facilitates reliable message brokering using Kafka, supporting publish/subscribe and queue patterns.
API Patterns
Offers diverse API patterns including RESTful APIs, gRPC, and WebSocket APIs.
Real-Time Data
Manages real-time data feeds, ensuring dynamic and timely data updates to the frontend.
Scheduled Jobs
Automates and schedules tasks and jobs, enhancing functionality and efficiency.
Notifications
Handles notification systems effectively for user engagement and updates.
File Storage
Provides solutions for secure and organized file storage management.
Payment Integrations
Add charging capabilities to your application easily. Well known gateways are supported.
Test Space
Builds and manages automated or user-defined test scenarios, ensuring robustness and reliability of applications.
Logging
Provides solutions for secure and organized file storage management.
Multi Tenancy
Add charging capabilities to your application easily. Well known gateways are supported.
AI Agents
Builds and manages automated or user-defined test scenarios, ensuring robustness and reliability of applications.
Fully Managed Devops
Mindbricks generates microservices code alongside a fully functional DevOps environment. The infrastructure configuration is tailored to the specific needs of your application and generated simultaneously with the code. While you have the option to manage your staging or production servers independently, Mindbricks can also take full control of your infrastructure. It seamlessly installs and configures databases, Kafka, Redis, Elasticsearch, and integrates them for flawless communication. Built on a Kubernetes platform, the Mindbricks deployment environment is automatically set up and delivered as a fully operational system, ready for you to use.
A Typical Mindbricks-Created App on Server
The following diagram illustrates the extensive capabilities of Mindbricks. Not only does it generate production-ready code, but it also integrates your services with a fully managed DevOps architecture—all without requiring any user interaction.
The following diagram illustrates the extensive capabilities of Mindbricks. Not only does it generate production-ready code, but it also integrates your services with a fully managed DevOps architecture—all without requiring any user interaction.
