Webllamamanager
F 44 completed
Other
monorepo / javascript · tiny
36
Files
19,083
LOC
2
Frameworks
7
Languages
Pipeline State
completedRun ID
#395109Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
54.40Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:31Deduplication group #53605
Member of a group with 10 similar repo(s) — canonical #119583 view group →
Top concepts (2)
Project DescriptionWeb Backend
Repobility (the analyzer behind this table) · https://repobility.com
AI Prompt
Create a comprehensive LLM management and performance monitoring platform for llama.cpp. I need a modern web UI built with Express and Vite that displays real-time telemetry like GPU temperature, CPU load, and VRAM usage. Key features must include persistent historical analytics for resource usage, detailed request tracking with error breakdown charts, and token throughput analysis. Additionally, implement full conversation logging, an OpenAI-compatible API proxy, and a multi-model router that supports dynamic model loading and LRU eviction. The system should also offer a hands-free fullscreen dashboard mode.
javascript express vite llm monitoring web-ui telemetry llama.cpp api-proxy analytics
Generated by gemma4:latest
Catalog Information
A comprehensive LLM management, debugging, and performance monitoring platform for llama.cpp. Provides a modern web UI with real-time GPU/CPU/memory telemetry, persistent historical analytics, request tracking with error breakdown, token throughput analysis, full conversation logging, and a hands-fr
Description
A comprehensive LLM management, debugging, and performance monitoring platform for llama.cpp. Provides a modern web UI with real-time GPU/CPU/memory telemetry, persistent historical analytics, request tracking with error breakdown, token throughput analysis, full conversation logging, and a hands-fr
Novelty
3/10Tags
javascript express vite llm monitoring web-ui telemetry llama.cpp api-proxy analytics
Claude Models
claude-opus-4-6
Quality Score
F
44.5/100
Structure
41
Code Quality
58
Documentation
58
Testing
0
Practices
51
Security
54
Dependencies
60
Strengths
- Properly licensed project
Weaknesses
- No tests found \u2014 high risk of regressions
- No CI/CD configuration \u2014 manual testing and deployment
- Potential hardcoded secrets in 3 files
- 2514 duplicate lines detected \u2014 consider DRY refactoring
- 2 '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 linter configuration to enforce code style consistency
- Move hardcoded secrets to environment variables or a secrets manager
Security & Health
4.8h
Tech Debt (A)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (13)
Open data scored by Repobility · https://repobility.com
MIT
License
7.7%
Duplication
Languages
Frameworks
Express Vite
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Source: Repobility analyzer · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | A comprehensive LLM management, debugging, and performance monitoring platform for llama.cpp. Provides a modern web UI with real-time GPU/CPU/memory telemetry, persistent historical analytics, request tracking with error breakdown, token throughput analysis, full conversation logging, and a hands-fr | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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