Levu is an internal C2C e-commerce platform that aims to facilitate seamless transactions and connections among buyers and sellers.
AI
PreBuild
An instant software planning and lightspeed development
Client
Confidential
Duration
1.5 months
Category
AI
Year
2024
Technology
Langchain, Supabase, Firebase, reactJS, NodeJS
Introduction
PreBuild is a software development company that aims to streamline the software planning and development process for businesses.
Challenges
PreBuild aims to provide an instant software planning and lightspeed development solution to businesses. However, several challenges stood in the way of achieving this goal:
– Complexity and learning curve of AI integration: While Langchain offers powerful capabilities for Large Language Models (LLMs), its intricate framework and continuous evolution present a steep learning curve. Integrating and optimizing AI models for accurate software planning and code generation, especially for diverse client requirements, proved challenging.
– Real-time data synchronization and scalability: Achieving “lightspeed development” necessitates real-time data synchronization across all planning and development stages.
– Ensuring data security and access control: Handling sensitive software project data required robust security measures.
Solutions
To overcome the challenges, Hola Tech adhered to the best practices. Key components of the solution included:
– Develop a robust AI core using Langchain: Focus on building a well-defined, modular AI architecture within Langchain to handle diverse planning scenarios, ensuring maintainability and adaptability to future AI advancements.
– Leverage Supabase for scalable and secure data management: Utilize Supabase’s PostgreSQL database and Row-Level Security to efficiently manage real-time project data with strong access control, ensuring scalability for growing user bases and projects.
– Establish comprehensive security protocols: Implement robust security measures across all layers, including secure authentication, data encryption, and strict access control policies, to safeguard sensitive project information.
Featured numbers
– Reduced planning phase by 30%
– Increased developer productivity by 25%
– Maintained 99.9% uptime
Results
The implemented system successfully met PreBuild’s requirements in performance, security, and functionality. It is now capable of reducing planning phase by 30%, increasing developer productivity by 25% and maintaining 99.9% uptime, demonstrating a powerful and accessible analytics solution for the dynamic software development market.
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