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# algotrading

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My bot ran for 48 hours and didn't do a thing

My bot ran for 48 hours and didn't do a thing

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4 min read
Signal Independence Audit

Signal Independence Audit

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15 min read
[CryptoTradingBot] Analyzing 70 Live Trades of My Python Crypto Bot (v8.04 Post-Mortem)

[CryptoTradingBot] Analyzing 70 Live Trades of My Python Crypto Bot (v8.04 Post-Mortem)

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2 min read
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 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
Backtesting an ICT strategy at 184 speed: timezone-cache + bisect lookup

Backtesting an ICT strategy at 184 speed: timezone-cache + bisect lookup

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5 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
"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
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
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 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
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