Radian Rag V2

C 64 completed
Web App
monorepo / json · small
222
Files
31,476
LOC
5
Frameworks
11
Languages

Pipeline State

completed
Run ID
#302421
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
80.80
Framework unique
Isolation
Last stage change
2026-05-10 03:35:34
Deduplication group #57502
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (12)
RepositoryProject DescriptionpresentationLayered ArchitectureWeb FrontendinfrastructureFactoryLoggingNotificationsSearchTestingFile Management
Source: Repobility analyzer · https://repobility.com

AI Prompt

Create a full-stack web application that allows users to create, edit, and deploy web applications. The project should utilize FastAPI for the backend, React for the frontend, and incorporate Tailwind CSS for styling. I need to be able to manage deployment using Docker, and the structure should support development using Vite for the frontend build process. Please ensure the setup includes necessary files for local development and deployment documentation.
full-stack react fastapi vite tailwind-css docker web-app typescript python
Generated by gemma4:latest

Catalog Information

This project is a Lovable application that allows users to create, edit, and deploy web applications using a variety of technologies.

Description

Lovable is a platform for building and deploying web applications. It uses Vite, TypeScript, React, and Tailwind CSS to provide a fast and efficient development experience. The project also includes backend functionality built with FastAPI and PostgreSQL. Users can edit the code directly in Lovable or use their preferred IDE.

الوصف

هذا المشروع هو تطبيق لوفابل الذي يسمح للمستخدمين بإنشاء وتحرير ونشر التطبيقات الويب باستخدام مجموعة من التكنولوجيات. يعتمد تطبيق لوفابل على فيت، تسكريبت، ريكت، وTAILWIND CSS للتوفر تجربة تطوير سريعة ومجديدة. كما يتضمن المشروع الوظيفة الخلفية المبنية باستخدام FASTAPI وPOSTGRESQL. يمكن للمستخدمين تحرير الكود مباشرة في لوفابل أو استخدام IDE المفضلة لديهم.

Novelty

5/10

Tags

code-generation task-management e-commerce markdown-editor real-time-chat file-sharing data-visualization

Technologies

fastapi openai pydantic radix-ui react recharts tailwind uvicorn vite zod

Claude Models

claude-sonnet-4.5

Quality Score

C
64.1/100
Structure
55
Code Quality
89
Documentation
41
Testing
20
Practices
78
Security
100
Dependencies
90

Strengths

  • Code linting configured (eslint, ruff (possible))
  • Low average code complexity \u2014 well-structured code
  • Good security practices \u2014 no major issues detected
  • Containerized deployment (Docker)

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • 1793 duplicate lines detected \u2014 consider DRY refactoring
  • 3 'god files' with >500 LOC need decomposition

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

10.3h
Tech Debt (A)
Medium
DORA Rating
A
OWASP (100%)
PASS
Quality Gate
Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot
A
Risk (1)
Unknown
License
68.0%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

json
54.2%
typescript
33.6%
python
6.4%
markdown
4.3%
sql
0.4%
css
0.4%
yaml
0.2%
html
0.1%
text
0.1%
javascript
0.1%
toml
0.1%

Frameworks

FastAPI React pytest Tailwind CSS Vite

Symbols

variable813
function214
interface51
type_alias40
method35
constant24
class17

API Endpoints (11)

Open methodology · Repobility · https://repobility.com/research/
MethodPathHandlerFramework
Powered by Repobility — scan your code at https://repobility.com
POST/api/patients/{patient_id}/chat/streamapp.postExpress/Koa
POST/api/patients/{patient_id}/chat/streamapp.postExpress/Koa
GET/healthzhealth_checkFastAPI/Flask
GET/healthzhealth_checkFastAPI/Flask
POST/{patient_id}/chatpost_chatFastAPI
POST/{patient_id}/chat/streampost_chat_streamFastAPI
GET/{patient_id}/intro-messageget_intro_messageFastAPI
GET/{patient_id}/specialtiesget_specialtiesFastAPI
GET/{patient_id}/summaryget_summaryFastAPI
GET/{patient_id}/summary/streamget_summary_streamFastAPI
POST/{patient_id}/transcribepost_transcribe_audioFastAPI

Concepts (15)

Findings produced by Repobility · scan your repo at https://repobility.com/scan/
CategoryNameDescriptionConfidence
Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot
design_patternRepositoryFound repository-named files80%
auto_descriptionProject DescriptionURL: https://lovable.dev/projects/8e4ba848-96c8-471b-88e8-32921ed83be480%
arch_layerpresentationDetected presentation layer70%
arch_patternLayered ArchitectureFound API/routes, service, and data layers70%
auto_categoryWeb Frontendweb-frontend70%
arch_layerinfrastructureDetected infrastructure layer70%
design_patternFactoryFound factory/create_ naming patterns60%
business_logicLoggingDetected from 7 related files50%
business_logicNotificationsDetected from 6 related files50%
business_logicSearchDetected from 7 related files50%
business_logicTestingDetected from 12 related files50%
business_logicFile ManagementDetected from 2 related files50%
business_logicDatabaseDetected from 9 related files50%
business_logicConfigurationDetected from 13 related files50%
business_logicAuthenticationDetected from 4 related files50%

Quality Timeline

1 quality score recorded.

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Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/

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BinComp Dependency Hardening

All packages →
5 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.
Nasyncio4.0.0 · 0 gadgets · risk 0.0Fasyncpg0.31.0 · 456 gadgets · risk 0.0Nfastapi0.135.3 · 0 gadgets · risk 0.0Nopenai2.31.0 · 0 gadgets · risk 0.0Npydantic2.12.5 · 0 gadgets · risk 0.0