Loopy Back End

C+ 71 completed
Api
containerized / java · tiny
30
Files
850
LOC
1
Frameworks
5
Languages

Pipeline State

completed
Run ID
#350196
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
40.83
Framework unique
Isolation
Last stage change
2026-05-10 03:35:10
Deduplication group #49681
Member of a group with 18 similar repo(s) — canonical #336 view group →
Top concepts (1)
Web Backend
Repobility · MCP-ready · https://repobility.com

AI Prompt

Create a containerized backend API for a Loopy application using Spring Boot in Java. This backend needs to handle core functionalities like data storage, user management, and implementing the main business logic. Please structure the project to be easily deployable using Docker Compose, and ensure it includes necessary configuration files like `pom.xml` and supports SQL database interactions.
java spring-boot backend api docker containerization user-management database
Generated by gemma4:latest

Catalog Information

Provides a backend API for the Loopy application, handling data storage, user management, and business logic.

Description

The backend service offers a robust RESTful API that powers the Loopy application. It manages user authentication, authorization, and profile data while ensuring secure communication with client apps. The system is built around a PostgreSQL database, providing reliable persistence and transactional integrity. Designed for scalability, it supports horizontal scaling and can be deployed in microservice architectures. The service addresses common challenges such as data consistency, performance bottlenecks, and secure access control, enabling developers to focus on building rich front‑end experiences.

الوصف

يُقدِّم هذا المشروع واجهة خلفية قوية لتطبيق Loopy، معتمدًا على بروتوكول REST لتسهيل التفاعل مع تطبيقات العميل. يدير عمليات المصادقة والتفويض للمستخدمين، مع تخزين ملفاتهم الشخصية والبيانات المرتبطة بهم في قاعدة بيانات PostgreSQL ذات الأداء العالي. يضمن النظام سلامة المعاملات وتكامل البيانات عبر آليات معتمدة على المعاملات المتعددة. صُمم ليكون قابلًا للتوسع، مع إمكانية نشره في بيئات الميكروسيرفيس لتلبية الطلب المتزايد. يركز على حل مشاكل الأداء والموثوقية، مع توفير طبقة أمان متقدمة لحماية البيانات الحساسة. يتيح للمطورين التركيز على تطوير واجهات المستخدم دون القلق بشأن البنية التحتية الخلفية. يدمج معايير الصناعة في تصميمه، ما يجعله خيارًا موثوقًا للمشاريع التي تتطلب استقرارًا ومرونة عالية.

Novelty

4/10

Tags

authentication rest-api data-persistence scalable-architecture secure business-logic performance-optimization

Claude Models

claude-opus-4.6

Quality Score

C+
70.7/100
Structure
60
Code Quality
99
Documentation
33
Testing
50
Practices
77
Security
100
Dependencies
60

Strengths

  • Consistent naming conventions (PascalCase)
  • 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

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

4.6h
Tech Debt (E)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (10)
All rows scored by the Repobility analyzer (https://repobility.com)
Unknown
License
0.0%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

java
78.7%
xml
12.1%
yaml
6.8%
sql
2.4%
markdown
0.0%

Frameworks

Spring Boot

Concepts (1)

Findings produced by Repobility · scan your repo at https://repobility.com/scan/
CategoryNameDescriptionConfidence
Repobility — the code-quality scanner for AI-generated software · https://repobility.com
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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