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Why 90% of Candlestick Patterns Fail: Building an Institutional AI Confluence Scanner in Python
1+ day, 17+ hour ago (23+ words) If you have ever attempted to build an algorithmic trading bot in Python, you have almost certainly... Tagged with python, trading, ai, opensource....
A ticker is not an identity
4+ day, 15+ hour ago (1115+ words) On the 20th of August my trading system bought a company I had never heard of, with real money, because two APIs disagreed about what four letters meant. It survived on luck. Here is what I got wrong, and the plumbing…...
Polymarket Mean Reversion: Build a Python Trading Bot
1+ week, 4+ day ago (776+ words) Build a Polymarket mean reversion bot in Python using price history, z-scores, order-book data, execution controls, and production risk management. A Polymarket mean reversion strategy is based on a simple quantitative hypothesis: when an outcome-token price moves unusually far from…...
Binance Unveils $60,000 Prize Hackathon for AI Developers
1+ week, 4+ day ago (119+ words) Binance news: Join the Agent OS Mini Hackathon with a $60,000 prize pool. Innovators can enhance AI applications—don't miss out! Binance launches a Mini Hackathon offering $60,000 in prizes. Participants can win by building AI agents or trading workflows. The hackathon…...
Building a Lightweight Financial News Sentiment Analyzer with Python and SerpApi
1+ week, 5+ day ago (1074+ words) Description: Learn how to build a simple financial news sentiment analyzer in Python using SerpApi. The project retrieves recent news for assets such as Apple, Tesla, and Bitcoin, then classifies the language as bullish, bearish, or neutral using a lightweight…...
How I Built My First Crypto Trading Bot — A Neo's Journey into the Matrix
1+ week, 5+ day ago (554+ words) Honestly, I was tired of staring at candlestick charts at 2 a.m., coffee gone cold, wishing I had a tiny robot that could buy the dip while I slept. I’d dabbled in manual trades on Binance, felt the rush of a winning…...
PineGen AI's New Validator Checks TradingView Pine Script Against Trader Intent with ~90% Accuracy
2+ week, 4+ day ago (92+ words) 24-7 Press Release Newswire MOUNTAIN VIEW, CA, August 26, 2026 /24-7PressRelease/ -- PineGen AI, an AI-powered platform for TradingView Pine Script strategy development, today announced a set of platform upgrades focused on compiler speed and reliability, validator performance, and backtesting consistency. The update, rolled out…...
Polymarket Paper Trading Bot: Build One in Python
2+ week, 5+ day ago (1061+ words) A real-money trading bot is the wrong place to discover that your signal logic, order-book handling, or position accounting is broken. A Polymarket paper trading bot gives you a safer engineering environment: consume real market data, generate real signals, simulate…...
Polymarket Trading Bot Position Sizing: A Practical Guide
2+ week, 5+ day ago (962+ words) A profitable signal is not enough. A Polymarket trading bot also needs to decide how much capital to risk. Position sizing is one of the most important—and most underestimated—parts of Polymarket algorithmic trading. A bot with a good…...
Polymarket Market Scanner in Python: Build One
3+ week, 1+ day ago (1415+ words) A trading bot should not start by placing orders. It should first answer a simpler question: Which Polymarket markets are worth looking at right now? That is the job of a market scanner. A useful Polymarket market scanner continuously turns…...