An open-source and Strong Strategy collection of Polymarket trading bot and Polymarket arbitrage bot and Polymarket TWAP trading bot in Python for high-performance automated trading on polymarket ...

Python trading system for Kalshi crypto prediction markets, deployed on AWS EC2. Includes back testing, calibration testing, and risk controls. - MichaelTM0/Kalshi-trading-bot ...

Freqtrade, backtesting.py, VectorBT, LEAN and NautilusTrader serve different roles. Compare their direct GitHub repositories, ...

Find the best crypto trading bot in 2026. We analyze top automated platforms like Pionex and 3Commas for profitable, ...

AI stock trading uses machine learning and algorithms to analyze market data and execute trades automatically, removing much of the emotional decision-making involved in manual trading. Common AI ...

This article is a record of my own automated trading bot failures and a simulation using Python. The paper (simulated) results cover only about two weeks, and I cannot claim to have skill or that it ...

A trading bot is only as good as its inputs. An AI agent is only as good as its tools. Both depend on the API layer underneath. Automated systems need four things in production. Data to read and ...