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Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders
GitHub - geneleo537-afk/privclaw: A self-hostable AI plug...
GeneLeo · 2026-05-01 · via Hacker News - Newest: "AI"

PrivClaw is a secure, enterprise-oriented plugin marketplace, serving OpenClaw workflow customization and solving public plugin security risks for enterprises.

License: MIT Docker Python Next.js PostgreSQL PRs Welcome


Background & Business Logic

We provide enterprise-level AI workflow deployment services based on OpenClaw. When enterprises build custom AI workflows, a large number of functional plugins are required.

Public plugin hubs contain unregulated, malicious and unsafe plugins, which bring huge security risks to enterprise usage. To solve this problem, PrivClaw is built as a private, audited, secure AI plugin marketplace.

Commercial Closed Loop

  • We deploy exclusive AI workflows for enterprises.
  • Enterprises can only purchase audited, high-security plugins from our platform to avoid security accidents.
  • High-quality developers are invited to submit and monetize standardized plugins.
  • Form a stable business ecosystem of workflow customization + official plugin supply.

Why PrivClaw?

  • Full Commercialization — Built-in Alipay payment, wallet system, revenue sharing, and withdrawal. Not a toy project.
  • One-Click Deploydocker compose up -d launches the entire stack in 30 seconds.
  • Production-Grade Architecture — FastAPI + Next.js 15 + PostgreSQL + Redis + Celery, cleanly layered.
  • Comprehensive Documentation — Detailed architecture docs, local implementation guide, and auto-generated API docs.
  • Full-Text Search — PostgreSQL TSVECTOR-powered plugin search with fuzzy matching.
  • Security First — CORS, rate limiting, security headers, JWT dual-token auth (HS256/RS256), bcrypt password hashing, AES-256-GCM sensitive data encryption.

Quick Start

git clone https://github.com/privclaw/privclaw.git
cd privclaw
cp .env.example .env
docker compose up -d

Then visit:

Demo Accounts

After running make seed, you'll have 3 demo accounts:

Role Email Password
Admin admin@demo.privclaw.com Admin123456
Developer developer@demo.privclaw.com Demo123456
Buyer buyer@demo.privclaw.com Demo123456

Screenshots

Home Page Plugin Marketplace Admin Dashboard
Home Marketplace Admin
Plugin Detail
Detail

Feature Checklist

Core Features

  • User Authentication (JWT dual token: access + refresh, HS256/RS256)
  • User Management (roles: buyer / developer / admin)
  • Plugin Marketplace (CRUD + version management + file upload)
  • Full-Text Search (PostgreSQL TSVECTOR)
  • Category System (tree structure)
  • Order System (create, list, auto-close on timeout via Celery)
  • Alipay Payment (face-to-face QR code + async callback)
  • Wallet Balance Payment
  • Wallet System (recharge, withdrawal, transaction records)
  • Admin Dashboard (user management, plugin review, order management, withdrawal review)
  • Object Storage (MinIO for dev / Aliyun OSS for production)
  • Docker Compose (development + production)
  • HTTPS (Nginx with self-signed cert + HSTS)
  • Rate Limiting (Nginx: auth 3r/m, API 30r/s, frontend 50r/s)
  • Security Headers (X-Frame-Options, CSP, HSTS, etc.)
  • Sensitive Data Encryption (AES-256-GCM)
  • CI/CD Pipeline (GitHub Actions + ruff + pytest coverage)

In Progress

  • WeChat Pay Integration
  • Plugin Review System Frontend UI
  • Admin Dashboard Data Visualization
  • Refresh Token Rotation

Planned

  • Refund Workflow
  • Rating & Review System
  • Dark Mode
  • Notification System
  • Monitoring & Alerting

Architecture

┌─────────────────────────────────────────────────────────────┐
│                        Nginx (443/80)                       │
│                   SSL + Reverse Proxy + Rate Limit           │
└──────────────┬──────────────────────┬───────────────────────┘
               │                      │
        ┌──────▼──────┐       ┌───────▼──────┐
        │  Frontend   │       │   Backend    │
        │  Next.js 15 │       │   FastAPI    │
        │  (3000)     │       │ Gunicorn ×4  │
        │  standalone │       │   (8000)     │
        └─────────────┘       └──────┬───────┘
                                     │
                    ┌────────────────┼────────────────┐
                    │                │                │
             ┌──────▼──────┐ ┌──────▼──────┐ ┌──────▼──────┐
             │  PostgreSQL │ │    Redis    │ │    MinIO    │
             │    (5432)   │ │   (6379)   │ │   (9000)   │
             └─────────────┘ └──────┬──────┘ └─────────────┘
                                    │
                             ┌──────▼──────┐
                             │   Celery    │
                             │   Worker    │
                             └─────────────┘

Tech Stack

Layer Technology
Frontend Next.js 15 + React 19 + TypeScript 5 + TailwindCSS 4
Backend FastAPI 0.115.6 + Python 3.12 + SQLAlchemy 2.0 (async)
Database PostgreSQL 16 (full-text search with TSVECTOR)
Cache/Queue Redis 7 (Celery broker + token management)
Async Tasks Celery 5.4.0 (order timeout auto-close)
Object Storage MinIO (dev) / Aliyun OSS (production)
Payment Alipay SDK (sandbox & production)
State Management Zustand (auth persistence) + React Query (API caching)
UI Components Radix UI + Lucide React
Reverse Proxy Nginx (HTTPS + rate limiting + security headers)
Containerization Docker Compose (development + production)

Documentation

Development

Prerequisites

  • Docker & Docker Compose
  • Python 3.12+ (for running scripts locally)
  • Node.js 20+ (for frontend development)

Common Commands

# Initialize environment
make init

# Start all services
make dev

# Run database migrations
make migrate

# Seed demo data
make seed

# Run tests
make test

# View logs
make logs

# Stop all services
make down

# Production deployment
make prod

Project Structure

privclaw/
├── backend/                 # FastAPI backend
│   ├── app/
│   │   ├── api/v1/          # RESTful API routes
│   │   ├── core/            # Config, security, dependencies
│   │   ├── models/          # SQLAlchemy ORM models
│   │   ├── schemas/         # Pydantic validation schemas
│   │   ├── services/        # Business logic layer
│   │   ├── tasks/           # Celery async tasks
│   │   └── scripts/         # Data seed scripts
│   ├── alembic/             # Database migrations
│   ├── tests/               # Pytest test suite
│   └── Dockerfile
├── frontend/                # Next.js frontend
│   ├── src/
│   │   ├── app/             # App Router pages
│   │   ├── components/      # UI components
│   │   ├── hooks/           # React Query hooks
│   │   ├── lib/             # Utilities
│   │   ├── stores/          # Zustand state management
│   │   └── types/           # TypeScript type definitions
│   └── Dockerfile
├── deploy/                  # Deployment configs
│   ├── nginx/               # Nginx reverse proxy
│   └── postgres/            # Database init scripts
├── docker-compose.yml       # Development environment
├── docker-compose.prod.yml  # Production environment
└── Makefile                 # Build commands

Contributing

We welcome contributions of all kinds! Please read our Contributing Guide to get started.

Good First Issues

Look for issues labeled good-first-issue to find beginner-friendly tasks.

Contributors

Thanks to all contributors who have helped make PrivClaw better:

License

This project is licensed under the MIT License.

Support

If you find PrivClaw useful, please consider giving it a star! Your support motivates us to keep improving.

Star History Chart


About Me

19 years old, a college student passionate about AI, just getting started with AI development.

Contact

Platform Details
WeChat GDDYSQ1234
Email 2354503779@qq.com