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Strategies, tips, and discussions on crypto trading.

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Bitcoin Trading with XGBoost: What 70,000 Hours of Data Actually Prove (2026 Walk-Forward Evidence)

Bitcoin Trading with XGBoost: What 70,000 Hours of Data Actually Prove (2026 Walk-Forward Evidence)

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8 min read
Legged Arbitrage on Polymarket: Buying Cheap Now, Hedging Later

Legged Arbitrage on Polymarket: Buying Cheap Now, Hedging Later

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1 min read
I rebuilt a viral "3,888% return" TradingView strategy — it landed almost exactly at coin-flip odds

I rebuilt a viral "3,888% return" TradingView strategy — it landed almost exactly at coin-flip odds

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7 min read
I tried to port an Indian FII/DII trading strategy to MNQ, MES, SPY, and QQQ — it lost money on all four

I tried to port an Indian FII/DII trading strategy to MNQ, MES, SPY, and QQQ — it lost money on all four

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6 min read
The Matrix: Mastering Position Sizing & Stops in Algorithmic Trading

The Matrix: Mastering Position Sizing & Stops in Algorithmic Trading

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4 min read
Building a Production-Ready Trading Analytics Engine for Algorithmic Trading

Building a Production-Ready Trading Analytics Engine for Algorithmic Trading

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11 min read
Build AI-Powered Trading Strategies in Go with CoinQuant-Go

Build AI-Powered Trading Strategies in Go with CoinQuant-Go

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5 min read
I Read a Breakdown of Real-Time Market Data Pipelines and Here's What Stuck With Me

I Read a Breakdown of Real-Time Market Data Pipelines and Here's What Stuck With Me

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3 min read
Add Regime Detection to Your Freqtrade Bot (5-Minute Setup)

Add Regime Detection to Your Freqtrade Bot (5-Minute Setup)

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3 min read
How I'm Getting Organic Traffic Building a Polymarket Bot in Public (No Growth Hacks)

How I'm Getting Organic Traffic Building a Polymarket Bot in Public (No Growth Hacks)

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1 min read
Moving Averages & RSI: Trading Like a Pro in the Matrix

Moving Averages & RSI: Trading Like a Pro in the Matrix

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4 min read
How to Size Crypto Trading Bot Positions by Market Regime

How to Size Crypto Trading Bot Positions by Market Regime

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6 min read
Exploring coinglass-php: The Ultimate SDK for Coinglass API v4 in PHP and Laravel

Exploring coinglass-php: The Ultimate SDK for Coinglass API v4 in PHP and Laravel

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4 min read
Building a Zero-Dependency Go Client for the Coinglass Crypto Data API

Building a Zero-Dependency Go Client for the Coinglass Crypto Data API

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5 min read
Building a geopolitical signal desk: AIS corridor pressure, multi-source price cross-validation, and corroboration logic

Building a geopolitical signal desk: AIS corridor pressure, multi-source price cross-validation, and corroboration logic

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3 min read
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