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Strategies, tips, and discussions on crypto trading.

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Backtesting Trading Strategies: From Theory to Execution – My Quest for the Holy Grail of Profit

Backtesting Trading Strategies: From Theory to Execution – My Quest for the Holy Grail of Profit

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6 min read
🚀 Trading Like Neo: My Quest to Tame Moving Averages & RSI

🚀 Trading Like Neo: My Quest to Tame Moving Averages & RSI

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5 min read
📈 The Jedi’s Guide to Building a Python Stock‑Market Trading Bot

📈 The Jedi’s Guide to Building a Python Stock‑Market Trading Bot

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6 min read
Building a Self-Optimizing Python Trading Bot with Reinforcement Learning and Binance API

Building a Self-Optimizing Python Trading Bot with Reinforcement Learning and Binance API

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4 min read
My Polymarket Trading Bot in Rust After TypeScript Kept Missing Fills

My Polymarket Trading Bot in Rust After TypeScript Kept Missing Fills

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12 min read
I Built an AI-Native Trading Engine in Python. 5 Months Later, Here's What Changed

I Built an AI-Native Trading Engine in Python. 5 Months Later, Here's What Changed

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6 min read
🚀 From Zero to Hero: Dodging the Dark Side of Trading System Bugs (A Jedi’s Guide)

🚀 From Zero to Hero: Dodging the Dark Side of Trading System Bugs (A Jedi’s Guide)

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6 min read
Polymarket's Price-to-Beat Has No API — Why a Co-located Server Gets It in Real Time, Not 15 Seconds

Polymarket's Price-to-Beat Has No API — Why a Co-located Server Gets It in Real Time, Not 15 Seconds

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4 min read
Polymarket CLOB WebSocket in Python — Real-Time Order Book Without Polling

Polymarket CLOB WebSocket in Python — Real-Time Order Book Without Polling

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3 min read
SEBI's New Algo Trading Rules for Retail Traders: What Changed in April 2026

SEBI's New Algo Trading Rules for Retail Traders: What Changed in April 2026

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7 min read
The Fee Assumption Quietly Wrong in Most Backtests

The Fee Assumption Quietly Wrong in Most Backtests

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5 min read
The Matrix of Microseconds: My High‑Frequency Trading Adventure

The Matrix of Microseconds: My High‑Frequency Trading Adventure

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5 min read
The Stock‑Market Crusade: Hunting Real Signal in a Sea of Hype

The Stock‑Market Crusade: Hunting Real Signal in a Sea of Hype

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5 min read
Modeling Prop Firm Trailing Drawdown in Pine Script (So Your Backtest Stops Lying)

Modeling Prop Firm Trailing Drawdown in Pine Script (So Your Backtest Stops Lying)

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2 min read
Paper Trading vs Live Trading: Why Your Results Will Always Differ

Paper Trading vs Live Trading: Why Your Results Will Always Differ

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5 min read
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