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# algotrading

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How I built an AI stock trading system with Claude API (open source)

How I built an AI stock trading system with Claude API (open source)

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2 min read
I built 13 AI agents that trade Kalshi prediction markets 24/7 — here's how it works

I built 13 AI agents that trade Kalshi prediction markets 24/7 — here's how it works

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4 min read
I built a Solana signal engine solo. Here's the 150-page playbook.

I built a Solana signal engine solo. Here's the 150-page playbook.

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4 min read
[CryptoTradingBot] My Crypto Algo-Bot Hit a 41% Win Rate, But Still Lost Money. Here is Why.

[CryptoTradingBot] My Crypto Algo-Bot Hit a 41% Win Rate, But Still Lost Money. Here is Why.

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2 min read
I Killed My Crypto Signal Service Before Launching It — Walk-Forward Said Every Strategy Failed

I Killed My Crypto Signal Service Before Launching It — Walk-Forward Said Every Strategy Failed

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6 min read
The DeepMind Hedge Fund Myth: Why ‘DeepTick’ Died

The DeepMind Hedge Fund Myth: Why ‘DeepTick’ Died

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7 min read
"Why Your Paper Trading Backtests Are Lying to You (And How to Fix It)"

"Why Your Paper Trading Backtests Are Lying to You (And How to Fix It)"

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4 min read
The Hidden Costs of Paper Trading: What 6 Weeks of Data Showed

The Hidden Costs of Paper Trading: What 6 Weeks of Data Showed

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2 min read
I ran a self-hosted AI trading strategy lab for 30 days. Here is what happened.

I ran a self-hosted AI trading strategy lab for 30 days. Here is what happened.

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2 min read
5 Backtesting Mistakes That Make Your Algo Look Like a Money Printer (Until It Isn't)

5 Backtesting Mistakes That Make Your Algo Look Like a Money Printer (Until It Isn't)

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3 min read
I Built a Gold Trading Bot from Scratch — Here's What Actually Works (And What Destroyed My Account First)

I Built a Gold Trading Bot from Scratch — Here's What Actually Works (And What Destroyed My Account First)

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7 min read
How I Combined Polymarket Prediction Markets with Stock Technical Analysis in Python

How I Combined Polymarket Prediction Markets with Stock Technical Analysis in Python

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5 min read
Building a Real-Time Dashboard for My Python Crypto Bot (Without Breaking It)

Building a Real-Time Dashboard for My Python Crypto Bot (Without Breaking It)

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3 min read
Monte Carlo Simulation for Stock Price Forecasting: Historical vs Implied Volatility in Python

Monte Carlo Simulation for Stock Price Forecasting: Historical vs Implied Volatility in Python

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5 min read
How I Built a Live Momentum Strategy on Interactive Brokers Using Python (2026)

How I Built a Live Momentum Strategy on Interactive Brokers Using Python (2026)

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5 min read
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