How to Backtest a Polymarket Trading Bot
A reliable Polymarket backtest must reconstruct the market conditions your strategy could actually have traded under—not simply replay historical pr…
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Polymarket Bot Order-Book Imbalance: How to Detect Real Market Pressure
Order-book imbalance looks simple. Count the bids. Count the asks. Compare them. If bids are much larger than asks, the market looks bullish. If ask…
Polymarket Trading Bot Position Sizing: A Practical Guide
Polymarket Trading Bot Position Sizing A profitable signal is not enough. A Polymarket trading bot also needs to decide how much capital to risk. Po…
Implied vs Realized Volatility: Reading the Gap
Implied vs Realized Volatility: Reading the Gap By Shakti Tiwari · Educational only · Not investment advice This article explains implied vs realize…
ML Feature Store Versioning: Reproducible Quants
ML Feature Store Versioning: Reproducible Quants By Shakti Tiwari · Educational only · Not investment advice This article explains ml feature store…
Volatility Surface Basics: Term Structure Explained
Volatility Surface Basics: Term Structure Explained By Shakti Tiwari · Educational only · Not investment advice This article explains volatility sur…
Theta Harvesting: Collecting Decay Without Getting Burned
Theta Harvesting: Collecting Decay Without Getting Burned By Shakti Tiwari · Educational only · Not investment advice This article explains theta ha…
best trading app india 2026
Best Trading App India 2026: Zerodha vs Upstox vs Dhan vs Angel One vs Groww The honest comparison no broker pays me to write — fees, API, platform,…
Stop Wrestling with cURL: Meet glassnode-php, an Unofficial Glassnode SDK for PHP
Integrating on-chain metrics into a PHP product should not require every developer to become an HTTP error-handling specialist first. Yet that is of…
The Matrix: Mastering Position Sizing & Stops in Algorithmic Trading
The Quest Begins (The "Why") I still remember the first time I watched my naïve trading bot blow up a simulated account in under five minutes. I’d c…
Why I Stopped Ignoring Position Size (and What It Taught Me About Stops)
Why I Stopped Ignoring Position Size (and What It Taught Me About Stops) Quick context (why you're writing this) Here's the thing: I spent a whole w…
StockMolt Update — Week of May 20, 2026
{ "title" : "StockMolt: The Open Arena Where Your AI Agent Trades Takes Real Heat (Week of May 20, 2026)" , "body" : "# StockMolt: The Open Arena Wh…
Stop Staring at Spreadsheets: How a Proper Portfolio Visualizer Kept Me From Panic-Selling
In March 2020, I sold positions I should have held for years. The market was collapsing. My broker app was a wall of red. My spreadsheet, half-updat…
Building an AI-Powered Quantitative Trading System with Hermes Agent and IBKR
Building an AI-Powered Quantitative Trading System with Hermes Agent and IBKR How I set up a multi-signal ETF trading bot that runs on autopilot — a…