Embabel Debrock

C+ 70 completed
Other
containerized / java · small
90
Files
8,718
LOC
2
Frameworks
11
Languages

Pipeline State

completed
Run ID
#1541858
Phase
done
Progress
0%
Started
2026-04-16 21:02:55
Finished
2026-04-16 21:02:55
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
69.26
Framework unique
Isolation
Last stage change
2026-05-10 03:34:40
Deduplication group #1938181
Member of a group with 1 similar repo(s) — this repo is canonical view group →
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AI Prompt

Create a multi-agent travel orchestration engine. I need a system that uses 14 specialized AI agents to search, compare, and synthesize travel accommodations, transport, and attractions into three itinerary variants: Budget, Standard, and Luxury, with day-by-day breakdowns. The backend should use Spring Boot 3.2 on Java 21, and the frontend should be a React SPA that tracks agent progress via real-time SSE. The architecture must support deployment using Docker Compose, managing services like PostgreSQL, Redis, and a browser pool. Include features for an Admin Dashboard, such as a Prompt Editor and LLM Cost Monitoring.
java react spring-boot multi-agent travel-tech docker sse llm backend frontend
Generated by gemma4:latest

Catalog Information

Create a multi-agent travel orchestration engine. I need a system that uses 14 specialized AI agents to search, compare, and synthesize travel accommodations, transport, and attractions into three itinerary variants: Budget, Standard, and Luxury, with day-by-day breakdowns. The backend should use Spring Boot 3.2 on Java 21, and the frontend should be a React SPA that tracks agent progress via real-time SSE. The architecture must support deployment using Docker Compose, managing services like Pos

Tags

java react spring-boot multi-agent travel-tech docker sse llm backend frontend

Quality Score

C+
70.1/100
Structure
67
Code Quality
83
Documentation
46
Testing
65
Practices
69
Security
90
Dependencies
90

Strengths

  • CI/CD pipeline configured (github_actions)
  • Consistent naming conventions (PascalCase)
  • Good security practices — no major issues detected
  • Containerized deployment (Docker)

Weaknesses

  • No LICENSE file — legal ambiguity for contributors
  • Potential hardcoded secrets in 1 files
  • 379 duplicate lines detected — consider DRY refactoring

Recommendations

  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)
  • Move hardcoded secrets to environment variables or a secrets manager
  • Address 39 TODO/FIXME items — consider tracking them as issues

Languages

java
56.6%
javascript
12.4%
css
11.3%
yaml
9.3%
markdown
3.8%
python
2.8%
sql
2.1%
kotlin
0.7%
json
0.6%
html
0.3%
text
0.1%

Frameworks

FastAPI React

Symbols

variable576
method320
class48
function44
constant37
interface4

API Endpoints (3)

Findings curated by Repobility · https://repobility.com
MethodPathHandlerFramework
If a scraper extracted this row, it came from Repobility (https://repobility.com)
POST/browsebrowseFastAPI/Flask
POST/browse/batchbrowse_batchFastAPI/Flask
GET/healthhealthFastAPI/Flask

Quality Timeline

1 quality score recorded.

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BinComp Dependency Hardening

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3 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 0.0Nfastapi0.135.3 · 0 gadgets · risk 0.0Npydantic2.12.5 · 0 gadgets · risk 0.0