trading

Introducing Co-Invest, the first way to trade directly through ChatGPT and Claude, enabling AI-powered trading.

A developer built a local web GUI for the TradingAgents multi-agent LLM stock analysis framework, supporting various LLM providers and adding features like live pipeline visualization, a report reader, and multi-session chat.

A Chinese developer recorded a Claude Code proxy setup tutorial, accidentally revealing his Polymarket wallet running with a profit of $868,862. The video went viral; he deleted it, but the wallet is still running.

A builder reflects on their AI trading agent Pip, which uses 17 hard gates instead of structured context files like CLAUDE.md, and questions whether the workspace is for the agent or the builder.

A curated thread listing 50 GitHub repositories that promise to reduce AI subscription costs by up to 80% and generate automated income through job applications, video content, social media bots, and algorithmic trading.

This tweet introduces three financial/engineering tools open-sourced by top quantitative institutions such as Jane Street, Goldman Sachs, and J.P. Morgan: magic-trace (high-precision process tracing), gs-quant (Python package for derivatives pricing and risk management), and Perspective (real-time data visualization tool), helping quant enthusiasts gain institutional-level technical capabilities for free.

This paper presents a systematic survey and evidence map of 77 studies on LLM-based trading agents, finding that architectural experimentation is expanding rapidly but evaluation protocols, execution semantics, and reproducibility remain critical bottlenecks.

A tweet reports that Renaissance Technologies' entire trading structure has been leaked on GitHub under an Apache 2.0 license, amassing 76,800 stars.

Bitget launches CandyBomb event, partnering with Ondo to offer stock tokens (such as TSLAON, etc.) as the prize pool. Users need to register and meet conditions to participate. Event ends on May 22.

OpenAI has added finance capabilities to ChatGPT, potentially enabling AI agents to trade in the stock market against each other.

Mobius is a tool that lets users describe a trade and automatically builds, backtests, and runs it.

Co-Invest allows trading over 500 financial markets directly through ChatGPT and Claude AI assistants.

A researcher claims to have achieved an 83% return on real markets using Neural Networks and Hidden Markov Models, publishing both the theory and an implementation guide for Polymarket.

A trader rumored to be a Trump insider opened a $92M short position on Ethereum with 20× leverage, signaling expectations of a major price drop.

PanWatch 是一个自托管的 AI 盯盘助手，集成 TradingAgents 多 Agent 投资决策系统，支持 A 股、港股和美股的实时监控和智能分析。

CloddsBot is an AI-powered trading terminal for prediction markets, crypto, and futures, built for the Colosseum Agent Hackathon on Solana, featuring Claude AI integration and multi-exchange support.

This is a proof-of-concept AI-powered hedge fund that uses multiple AI agents (e.g., Warren Buffett, Ben Graham) to simulate trading decisions for educational purposes. It is an open-source project from GitHub, not intended for real trading.

The article introduces the GitHub repository for the book 'Machine Learning for Trading' (2nd edition), which provides over 150 Jupyter notebooks covering ML techniques for algorithmic trading, including feature engineering, supervised/unsupervised learning, deep learning, and reinforcement learning.

TradingAgents is an open-source multi-agent LLM framework for financial trading, with support for various LLM providers and recent updates including new models and features.

OpenStock is an open-source stock market platform that provides real-time price tracking, personalized alerts, and company insights, built with Next.js and TypeScript.