AI Powered Open Source social network platform for devs where they can connect and discuss technology 🚀
⭐ Star us on GitHub — it motivates us a lot!
TheCodersGig is a robust, open-source development platform designed to revolutionize the social network platform.
It will be having integrated utility marketplace where devs can create utility plugins in a ease.
We automate your backend applications development, ensuring consistency, predictability, and adherence to the highest standards with code that’s built to scale
Our user-friendly interface fosters seamless integration of APIs, data models, databases, authentication, and authorization. Built on a flexible, plugin-based architecture, codersgig allows effortless customization in creating new plugins , utility or template etc and offers a diverse range of integrations.
The system will be composed of several layers:
- Frontend (User Interface)
- Backend (Application Logic and APIs)
- AI Services Layer
- Database Layer
- Marketplace Layer
- Security Layer
- DevOps and CI/CD Pipelines
- Technologies: React.js, Angular, or Vue.js for web; React Native or Flutter for mobile.
- Description: The frontend will consist of a social network-style user interface for developers to connect, share knowledge, and collaborate on projects, as well as a marketplace for buying/selling developer tools, code snippets, and services.
- Social Network Features: Profiles, posts, likes, comments, direct messaging, and groups for collaboration.
- Marketplace Features: Listings for tools and services, search filters, ratings, reviews, and transaction support.
- Technologies: Node.js with Express or Django/Flask for Python; GraphQL for API querying; gRPC or RESTful APIs.
- Description: The backend is the core of the application that will manage user sessions, social networking features, transaction handling, and AI integration.
- Microservices Architecture: Each function such as user authentication, social feed, marketplace, and AI services will run as individual microservices to allow for scalability.
- Social Features: APIs for user profiles, feed generation, comments, and notifications.
- Marketplace Management: APIs for handling product listings, transactions, digital goods delivery, and escrow services for payments.
- Technologies: Python-based AI frameworks (TensorFlow, PyTorch), natural language processing (NLP), recommendation systems, machine learning models.
- Description: AI will power features such as content recommendation, search optimization, and even code review and generation tools.
- Recommendation Engine: Uses collaborative filtering, NLP, and machine learning to suggest relevant content (e.g., blog posts, projects, marketplace items) based on user interactions and preferences.
- AI Code Review Tools: Integrated system that analyzes code snippets shared by users and provides AI-driven feedback or optimizations.
- AI-Powered Marketplace Search: Optimizes the search and discovery of developer tools, frameworks, and services through semantic analysis.
- Auto-tagging and Categorization: Automatic tagging and categorization of user posts, projects, or marketplace items based on AI analysis of the content.
- Technologies:
- SQL (PostgreSQL): For storing structured data like user profiles, marketplace listings, and transactions.
- NoSQL (MongoDB, Cassandra): For unstructured data such as posts, comments, and messages.
- ElasticSearch: For high-performance full-text search and indexing, especially useful for the marketplace and content recommendations.
- Description: The database layer is responsible for securely storing and retrieving all necessary data while ensuring high availability and scalability.
- Technologies:
- Payment Gateway: Stripe, PayPal, or blockchain-based transactions.
- Smart Contracts (Optional): For secure, automated transactions in a decentralized marketplace.
- Description: The marketplace will enable developers to buy and sell digital products (code snippets, APIs, libraries) or services (code review, freelancing).
- Payment Processing: Secure payment gateways for transactions.
- Escrow System: For holding funds during a transaction until both parties agree on completion.
- Digital Asset Management: Secure storage and transfer of digital goods.
- Technologies: OAuth 2.0 for authentication, JWT (JSON Web Tokens) for session management, SSL/TLS for secure communication.
- Description: Security will be paramount for protecting user data, marketplace transactions, and intellectual property.
- Authentication & Authorization: User authentication using OAuth 2.0 with multi-factor authentication (MFA) for added security.
- Data Encryption: Encrypt all sensitive data at rest and in transit.
- DDOS Protection & Firewalls: Use cloud services like AWS WAF or Cloudflare for traffic filtering and protection against malicious attacks.
- Technologies: Docker for containerization, Kubernetes for orchestration, Jenkins/GitLab CI for continuous integration and deployment, Terraform for infrastructure as code.
- Description: Implement robust DevOps pipelines for automating deployment, testing, and scaling of the services.
- Continuous Integration: Automated testing and code validation before deploying to production.
- Scalability: Use container orchestration to scale individual microservices dynamically based on demand.
- Monitoring: Integrate logging (ELK stack) and monitoring systems (Prometheus, Grafana) to ensure system health and reliability.
- Users sign up or log in using OAuth (e.g., GitHub, Google).
- JWT is issued to the client for subsequent API calls.
- MFA can be enabled for security.
- Users create profiles, post updates, and follow other developers.
- The recommendation engine suggests content based on user interactions.
- AI monitors posts, code snippets, and project discussions to offer suggestions or optimizations.
- Users browse or search for products/services using the AI-powered search.
- Transactions are initiated via a secure payment gateway.
- Funds are held in escrow until the product is delivered and both parties are satisfied.
- Users can review and rate marketplace transactions, improving the recommendation algorithm.
- Horizontal Scaling: Microservices architecture allows each component to scale independently based on load.
- Load Balancer: Use load balancers (AWS Elastic Load Balancing or NGINX) to distribute traffic evenly across services.
- Caching: Implement caching for frequently accessed data (e.g., popular posts, user profiles) using Redis or Memcached.
- CDN: Use a Content Delivery Network (CDN) to distribute static assets like images and JavaScript files globally, improving latency.
- Personalized Feed: Machine learning models track user behavior and preferences to curate a highly personalized social feed.
- Intelligent Code Suggestions: The platform analyzes shared code and provides real-time suggestions for improvement or detects errors.
- Marketplace Recommendations: AI recommends relevant tools, services, or code snippets based on a user’s activity and preferences.
- Frontend: React.js / Angular / Vue.js, React Native / Flutter.
- Backend: Node.js / Django, GraphQL, gRPC, REST APIs.
- AI/ML: TensorFlow, PyTorch, Scikit-learn, NLP libraries (spaCy).
- Databases: PostgreSQL, MongoDB, ElasticSearch.
- DevOps: Docker, Kubernetes, Jenkins, Terraform.
- Security: OAuth 2.0, JWT, SSL/TLS encryption.
This architecture will provide a scalable, secure, and highly interactive platform where developers can connect, share knowledge, and engage in a marketplace tailored to their professional needs.
To build the packages, follow these steps:
# Open a terminal (Command Prompt or PowerShell for Windows, Terminal for macOS or Linux)
https://youtube.com/@vinaysanwal5700?si=kPdYrn8NSdc2-P9S
https://youtube.com/@sanparadox1?si=Ut31PBlIyJ6rJXiB
# Ensure Git is installed
# Visit https://git-scm.com to download and install console Git if not already installed
npm run dev
## 📝 Youtube => https://www.youtube.com/@sanparadox1
# Clone the repository
git clone https://github.com/vinaysanwal/thecodersgig.git