Bubbaloop
C 66 completed
Ai Ml
monorepo / typescript · small
235
Files
65,038
LOC
4
Frameworks
11
Languages
Pipeline State
completedRun ID
#307310Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
87.67Framework unique
—Isolation
—Last stage change
2026-05-10 03:34:57Deduplication group #54605
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (12)
Project DescriptionObserver/Event EmitterLayered ArchitectureSingletonpresentationapiWeb FrontendFactoryFile ManagementLoggingPayment ProcessingSearch
Repobility · code-quality intelligence · https://repobility.com
🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
socketErrorHandlerRegisters a plugin that configures global process event listeners to manage potential runtime errors. It accepts no inputs and returns a Plugin object containing setup logic. This function hooks into uncaught exceptions and unhandled promise rejections, logging them to the console unless the error s
WrapperWraps its provided child component tree by sequentially rendering it within three context providers: FleetProvider, SchemaRegistryProvider, and ZenohSubscriptionProvider. It accepts one input, which is the React content to be wrapped. The function returns a fully rendered React element tree that mak
renderWithProvidersRenders a given React element by wrapping it within several context providers, specifically FleetProvider, SchemaRegistryProvider, and ZenohSubscriptionProvider. It accepts the UI element to render and an optional options object which may contain a session identifier. The function returns the render
AI Prompt
Create an AI-native orchestration tool, similar to Bubbaloop, for managing Physical AI systems. I need it to handle multi-camera streaming, fleet management, and real-time visualization. The tool should include a CLI interface that allows users to initialize, add, build, and start nodes (which can be written in Rust). It must also feature a Web Dashboard accessible at `http://localhost:8080` and support running as systemd user services with autostart. Finally, include commands for checking status, running diagnostics, and viewing logs for managed nodes.
typescript rust cli web-dashboard physical-ai orchestration systemd real-time monorepo
Generated by gemma4:latest
Catalog Information
Bubbaloop is an AI-native orchestration tool for Physical AI, enabling multi-camera streaming, fleet management, and real-time visualization.
Description
Bubbaloop is a comprehensive platform that streamlines the process of building and managing Physical AI systems. It provides a suite of tools for multi-camera streaming, fleet management, and real-time visualization. With Bubbaloop, users can easily create and manage nodes, instances, and services, making it an ideal solution for developers and organizations working with Physical AI.
الوصف
هو نظام تسيير للذكاء الاصطناعي المادي، يتيح بث كاميرا متعددة، إدارة الأسطول، وتقديم الرؤية الفورية. يمكن للمستخدمين بسهولة إنشاء و إدارة العقد، والINSTANCES، والخدمات، مما يجعل منه حلًا مثاليًا للمطورين والمؤسسات التي تعمل مع الذكاء الاصطناعي المادي.
Novelty
9/10Tags
multi-camera-streaming fleet-management real-time-visualization physical-ai orchestration node-management instance-creation
Technologies
axum serde tokio
Claude Models
claude-opus-4.5 claude-opus-4.6 claude (unknown version)
Quality Score
C
65.5/100
Structure
67
Code Quality
60
Documentation
80
Testing
65
Practices
55
Security
70
Dependencies
90
Strengths
- CI/CD pipeline configured (github_actions)
- Properly licensed project
Weaknesses
- 1 files with critical complexity need refactoring
- Potential hardcoded secrets in 3 files
- 6001 duplicate lines detected \u2014 consider DRY refactoring
- 20 'god files' with >500 LOC need decomposition
Recommendations
- Add a linter configuration to enforce code style consistency
- Move hardcoded secrets to environment variables or a secrets manager
- Address 73 TODO/FIXME items \u2014 consider tracking them as issues
Security & Health
33.8h
Tech Debt (B)
Medium
DORA Rating
A
OWASP (100%)
Source: Repobility analyzer · https://repobility.com
PASS
Quality Gate
A
Risk (1)
Apache-2.0
License
8.8%
Duplication
Languages
Frameworks
React Axum Vitest Vite
Symbols
function879
variable628
method102
struct99
interface94
constant68
extension34
enum29
type_alias23
class21
trait6
property3
macro1
API Endpoints (4)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | bubbaloop/daemon/nodes | currentSession.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | bubbaloop/**/manifest | currentSession.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | __dashboard__ | map.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | zenoh | params.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Concepts (17)
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| auto_description | Project Description | AI-native orchestration for Physical AI — multi-camera streaming, fleet management, and real-time visualization built on Zenoh. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Observer/Event Emitter | Found event emission/subscription patterns | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_pattern | Layered Architecture | Found API/routes, service, and data layers | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Singleton | Found get_instance/instance patterns | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | presentation | Detected presentation layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | api | Detected api layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Frontend | web-frontend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Factory | Found factory/create_ naming patterns | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Logging | Detected from 5 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Payment Processing | Detected from 6 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Search | Detected from 9 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 38 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Analytics | Detected from 88 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Authentication | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Database | Detected from 17 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Configuration | Detected from 20 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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