Bfa Reference Architecture

B 80 completed
Web App
library / markdown · small
274
Files
39,307
LOC
6
Frameworks
10
Languages

Pipeline State

completed
Run ID
#342933
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
80.00
Framework unique
Isolation
Last stage change
2026-05-10 03:34:57
Deduplication group #56352
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (2)
Project DescriptionWeb Frontend
Repobility analyzer · published findings · https://repobility.com

AI Prompt

Create a complete Backend-for-Frontend (BFF) skeleton template. I need a structure that combines a FastAPI backend with a React frontend, designed to speed up web app development. The architecture should use PostgreSQL with SQLAlchemy for the database, and it should incorporate Redis for caching or queuing. Please ensure the setup includes instructions for running both the backend (via uvicorn) and the frontend (via npm run dev), and that the project structure clearly separates backend modules, frontend modules, and configuration files.
fastapi react typescript python sqlalchemy vite postgresql redis bff web-app
Generated by gemma4:latest

Catalog Information

A ready‑to‑use Backend‑for‑Frontend skeleton that combines a FastAPI backend with a React frontend, designed to accelerate web application development.

Description

This reference architecture provides a structured foundation for building web applications that follow the Backend‑for‑Frontend pattern. It includes a FastAPI backend with asynchronous SQLAlchemy models, a React frontend built with Vite, TypeScript, and Tailwind CSS, and a Redis‑based task queue powered by Taskiq. The project is organized into clear modules for API endpoints, business logic, data access, and background tasks, making it easy to extend and maintain. Developers can quickly spin up the environment, configure PostgreSQL and Redis, and start creating features without worrying about boilerplate code. The skeleton also incorporates testing, linting, type checking, and documentation scaffolding to promote best practices across the codebase.

الوصف

يُقدّم هذا النموذج المرجعي أساساً منظمًا لبناء تطبيقات الويب التي تتبع نمط Backend‑for‑Frontend. يحتوي على خادم FastAPI مع نماذج SQLAlchemy غير المتزامنة، وواجهة React مُبنية باستخدام Vite، TypeScript، وTailwind CSS، بالإضافة إلى قائمة مهام Redis مدعومة بـ Taskiq. يُنظم المشروع إلى وحدات واضحة تشمل نقاط النهاية API، منطق الأعمال، طبقة الوصول إلى البيانات، والمهام الخلفية، مما يسهل التوسع والصيانة. يمكن للمطورين تشغيل البيئة بسرعة، تكوين PostgreSQL وRedis، والبدء في إنشاء الميزات دون القلق بشأن الكود المكرر. يشتمل القالب أيضًا على اختبارات، تنسيق، فحص الأنواع، وتوثيق مبدئي لتشجيع أفضل الممارسات عبر قاعدة الكود. يُعزّز هذا النموذج الإنتاجية ويضمن اتساقًا معماريًا متسقًا بين المشاريع المختلفة.

Novelty

6/10

Tags

backend-for-frontend api-gateway frontend-integration database-abstraction background-task-processing configuration-management developer-productivity reference-architecture

Technologies

alembic click fastapi pydantic rich sqlalchemy uvicorn

Claude Models

claude-opus-4.6

Quality Score

B
80.1/100
Structure
63
Code Quality
100
Documentation
78
Testing
60
Practices
84
Security
92
Dependencies
60

Strengths

  • Good test coverage (46% test-to-source ratio)
  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • 623 duplicate lines detected \u2014 consider DRY refactoring

Recommendations

  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

6.6h
Tech Debt (A)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (0)
Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot
Unknown
License
2.0%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

markdown
62.9%
python
35.5%
yaml
0.8%
typescript
0.2%
json
0.2%
javascript
0.1%
ini
0.1%
text
0.1%
css
0.0%
html
0.0%

Frameworks

FastAPI React pytest Tailwind CSS Vite SQLAlchemy

Concepts (2)

Per-row analysis by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
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auto_descriptionProject DescriptionBackend-for-Frontend skeleton template with Python (FastAPI) backend and React (Vite) frontend.80%
auto_categoryWeb Frontendweb-frontend70%

Quality Timeline

1 quality score recorded.

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