Development Prompts

Analyze this code snippet for potential bugs, performance issues, and adherence to design patterns. Suggest specific improvements with code examples while explaining the reasoning behind each recommendation.

Design a RESTful API for a [SYSTEM TYPE] with these entities: [ENTITIES]. Include endpoints, HTTP methods, request/response formats, error handling, authentication, and pagination strategies. Explain your design choices ...

I need to choose between these architectural approaches for my application: [APPROACHES]. Given these requirements [REQUIREMENTS] and constraints [CONSTRAINTS], analyze each approach's pros and cons, and recommend the mo...

Here's a legacy code snippet: [CODE]. Refactor it to improve maintainability while preserving functionality. Apply SOLID principles, modern language features, and appropriate design patterns. Explain your refactoring str...

Create a comprehensive testing strategy for this application: [APPLICATION DESCRIPTION]. Include unit, integration, and end-to-end testing approaches. Suggest testing frameworks, mocking strategies, and CI/CD integration...

Optimize this database schema: [SCHEMA]. Analyze for normalization issues, indexing opportunities, and query performance bottlenecks. Provide a revised schema with SQL migration scripts and explain how your changes impro...

Assess this code/system for security vulnerabilities: [CODE/SYSTEM]. Identify potential issues related to authentication, authorization, input validation, data protection, and common attack vectors. Provide specific secu...

Help me decompose this monolithic application: [APPLICATION] into microservices. Identify service boundaries based on domain-driven design principles, suggest communication patterns, data management strategies, and deplo...

Analyze this algorithm's time and space complexity: [ALGORITHM]. Identify inefficiencies and suggest optimizations. Compare alternative approaches and provide a revised implementation with improved complexity. Explain yo...

Create a technical debt management plan for this codebase: [CODEBASE DESCRIPTION]. Identify debt categories, quantify impact, and prioritize remediation. Suggest refactoring strategies, code quality metrics, and governan...