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Cursor + Hyperleap AI âš¡

Supercharge Cursor withIntelligent AI

Enhance Cursor's AI coding capabilities with Hyperleap AI's Prompt and Persona APIs, enhanced with RAG capabilities, for smarter code completion and interactive assistance.

Cursor + Hyperleap AI
Standard Completion:
"function auth..."
Enhanced with Hyperleap AI:
"Complete auth service with JWT, validation, and security"
Result:
Enterprise-grade authentication service with best practices
Enhanced Capabilities 🚀

How Hyperleap AIEnhances Cursor

Transform Cursor's AI coding experience with Hyperleap's specialized API endpoints and RAG-enhanced capabilities.

Enhanced Code Completion via Prompt API

Enhance Cursor's AI completion with Hyperleap's Prompt API for non-conversational, task-focused code generation and optimization.

  • Task-focused code generation
  • Context-aware prompts
  • Performance-optimized suggestions
  • Security best practices integration

Interactive Development Assistant via Persona API

Access conversational AI personas through Hyperleap's Persona API for interactive coding assistance and architectural guidance.

  • Conversational coding help
  • Interactive problem solving
  • Architecture discussions
  • Real-time code review feedback

Smart Refactoring with RAG

Leverage both APIs enhanced with RAG capabilities from connected sources for intelligent refactoring based on your codebase patterns.

  • RAG-enhanced suggestions
  • Codebase pattern recognition
  • Context-aware refactoring
  • Legacy code modernization

Intelligent Documentation Generation

Use Prompt API for automated documentation generation enhanced with RAG from your existing docs and code patterns.

  • RAG-enhanced documentation
  • Style-consistent output
  • API documentation generation
  • Context-aware comments
Real-World Examples ✨

Advanced Developmentwith Enhanced AI

See how developers use Cursor + Hyperleap AI to build sophisticated applications with intelligent code assistance.

Enterprise API Development

Request: "Help me build a robust REST API with authentication, rate limiting, and comprehensive error handling"

AI-Enhanced Workflow:

  1. 1Persona API provides interactive architecture guidance
  2. 2RAG analyzes existing codebase patterns and structure
  3. 3Prompt API generates API routes with proper middleware
  4. 4Task-focused prompts implement JWT authentication
  5. 5Adds rate limiting and request validation
  6. 6Generates comprehensive error handling
  7. 7Creates OpenAPI documentation and tests

Final Result:

Production-ready API with enterprise-grade security, monitoring, and documentation

Tech Stack:
Node.jsExpressJWTOpenAPIJest

React Component Library

Request: "Create a reusable component library with TypeScript, Storybook, and comprehensive testing"

AI-Enhanced Workflow:

  1. 1Persona API provides React/TypeScript expertise
  2. 2Prompt API generates component architecture
  3. 3Creates type-safe component interfaces
  4. 4RAG-enhanced accessibility implementations
  5. 5Builds Storybook stories for each component
  6. 6Adds comprehensive unit and integration tests
  7. 7Sets up automated documentation generation

Final Result:

Professional component library with full TypeScript support, documentation, and testing

Tech Stack:
ReactTypeScriptStorybookTesting LibraryRollup

Database Migration & Optimization

Request: "Optimize this legacy database schema and create migration scripts for better performance"

AI-Enhanced Workflow:

  1. 1Persona API provides database optimization expertise
  2. 2RAG analyzes schema patterns from connected sources
  3. 3Prompt API generates optimized table structures
  4. 4Creates safe migration scripts with rollbacks
  5. 5Implements proper indexing strategies
  6. 6Adds query optimization suggestions
  7. 7Creates performance monitoring queries

Final Result:

Optimized database with improved performance, proper indexing, and safe migration path

Tech Stack:
PostgreSQLMigrationsIndexingQuery OptimizationPerformance Monitoring
Integration Guide 🔧

Quick IntegrationSetup Guide

Get up and running with Cursor + Hyperleap AI integration in just a few simple steps.

1

Extension Installation

Install the Hyperleap AI extension for Cursor from the VS Code marketplace

  • Open Cursor and go to Extensions
  • Search for "Hyperleap AI" extension
  • Install and reload Cursor editor
  • Authenticate with your Hyperleap AI account
2

Prompt Enhancement

Configure intelligent prompts to enhance Cursor's AI completion capabilities

  • Access Hyperleap settings in Cursor
  • Enable prompt enhancement features
  • Configure context-aware suggestions
  • Set up project-specific prompt templates
3

Persona Selection

Choose specialized AI personas based on your development context

  • Select programming language personas
  • Choose framework-specific experts
  • Configure context-aware persona switching
  • Set up custom persona preferences
4

Advanced Features

Enable advanced AI features for code review, refactoring, and documentation

  • Activate intelligent code analysis
  • Enable automated refactoring suggestions
  • Configure documentation generation
  • Set up code quality insights

Integration Code Example

// Enhanced Cursor with Hyperleap AI
// Request: "Create a user authentication service with JWT"

interface UserAuthService {
  login(credentials: LoginCredentials): Promise<AuthResult>;
  refreshToken(token: string): Promise<AuthResult>;
  logout(userId: string): Promise<void>;
}

// Hyperleap AI + Cursor generates:
class AuthService implements UserAuthService {
  constructor(
    private userRepository: UserRepository,
    private jwtService: JWTService,
    private hashService: HashService
  ) {}

  async login(credentials: LoginCredentials): Promise<AuthResult> {
    // Input validation with detailed error messages
    const validation = await this.validateCredentials(credentials);
    if (!validation.isValid) {
      throw new AuthenticationError(validation.errors);
    }

    // Secure user lookup and password verification
    const user = await this.userRepository.findByEmail(credentials.email);
    const isValidPassword = await this.hashService.compare(
      credentials.password, 
      user.hashedPassword
    );

    if (!isValidPassword) {
      // Rate limiting and security logging
      await this.securityService.logFailedAttempt(credentials.email);
      throw new AuthenticationError('Invalid credentials');
    }

    // Generate JWT tokens with proper expiration
    const tokens = await this.jwtService.generateTokenPair(user.id);
    return { user: this.sanitizeUser(user), ...tokens };
  }
}
Proven Results 📈

Measurable Impact onDevelopment Quality

Developers using Cursor + Hyperleap AI see significant improvements in code quality and development efficiency.

+75%
Code Quality
+50%
Development Speed
+60%
Bug Reduction
+40%
Code Review Efficiency

Ready to EnhanceYour Cursor Experience?

Start coding smarter with the power of Cursor + Hyperleap AI integration for intelligent development workflows.