Libra AI ensures the quality of generated code through a multi-layered mechanism:
- Architecture Specification: Enforces TypeScript for type checking to avoid runtime errors, defaults to React Server Components modern mode
- UI Standards: Generate WCAG-compliant responsive interfaces based on the shadcn/ui component library, integrating Tailwind CSS for design consistency.
- Security practicesSecurity policies such as automatic injection of SQL anti-injection, CSRF protection, etc., and authentication process in line with OAuth 2.0 RFC standards.
- performance optimization: Generate code adapted to Cloudflare Workers serverless architecture, with built-in caching strategies and code splitting schemes.
- Audit mechanisms: Provides code structure visualization tools to check dependencies and API interface specifications, and supports ESLint rule customization.
Users can also instantly validate functionality with a live preview or manually adjust the generated code to meet specific needs.
This answer comes from the articleLibra AI: An Open Source Project for Rapidly Building and Deploying Web Applications through Natural LanguageThe
May not be reproduced without permission:AI productivity tools " What are Libra AI's safeguards for code generation quality?
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