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Vibe-Trading has shipped daily updates for a full month since its open-source…

2026-05-10 · 17:21 UTC ·@huang_chao4969 ·1 min read

Brief

Vibe-Trading has been shipping daily updates for an entire month and hit 6k+ GitHub stars as of 2026-05-10. The open-source framework pairs AI agents (13+ models, persistent memory) with quant tools, connects to Tushare and AKShare, offers production security (API auth, Docker), brokerage-upload analytics and a Shadow Account, and supports Chinese A-shares, crypto and global exports.

Why it matters

Vibe-Trading has shipped daily updates for a full month since its open-source release and reached 6k+ GitHub stars (post published 2026-05-10).

Key details

  • The framework combines AI agents with quantitative trading tools, plugs into data sources Tushare and AKShare, supports 13+ AI models, and provides persistent memory and self-improving agent behavior.
  • Product features include production-ready security (API authentication, secure execution environments, Docker), advanced analytics (upload brokerage statements, Shadow Account behavioral/performance analysis), and global market support (Chinese A‑shares, crypto, export to TradingView/通达信/MetaTrader); author flags an AI+Human mode as a potential game-changer.
Source evidence

🚀 Vibe-Trading project has been shipping daily updates for an entire month since its open source release and hit 6k+ GitHub stars!

Vibe-Trading is an open-source framework that combines AI agents with quantitative trading tools. It plugs directly into financial data sources like Tushare and AKShare, letting AI handle everything from stock screening to strategy backtesting with natural language commands.

Think of it as your "AI Trading Assistant" - you describe what you want to analyze, and it writes the code, pulls the data, and generates insights for trading.

While fully automated trading remains challenging, the AI + Human mode may be a game-changer for building and refining trading strategies.

Here's what we've built and updated:

  • 🛡️ Production-Ready Security.
    Seamless transition from local development to enterprise deployment with API authentication, secure execution environments, and Docker containers. Developer-friendly locally, enterprise-grade remotely.

  • 🤖 Intelligent AI Agents.
    Persistent memory across conversations, self-improving capabilities, smart context management, and support for 13+ AI models. Your assistant learns and gets better over time.

  • 📊 Advanced Trading Analytics.
    Simply upload your brokerage statements to get instant performance insights and behavioral analysis. Our Shadow Account feature shows you exactly where your strategy could improve.

  • 🌐 Global Market Support.
    Write once, trade anywhere - supports Chinese A-shares, crypto, and international markets. Export strategies to any platform including TradingView, 通达信, and MetaTrader.