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# trading

Strategies, tips, and discussions on crypto trading.

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Freqtrade Tutorial 2026: How I Set Up a Crypto Bot That Hits 67.9% Win Rate

Freqtrade Tutorial 2026: How I Set Up a Crypto Bot That Hits 67.9% Win Rate

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2 min read
The Real Goal of Building a Trading Bot: Removing Yourself from the Loop

The Real Goal of Building a Trading Bot: Removing Yourself from the Loop

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7 min read
I Built a 6-Agent AI System That Debates Every Trade Decision — It Just Got One Wrong

I Built a 6-Agent AI System That Debates Every Trade Decision — It Just Got One Wrong

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7 min read
Building Shadow-Signal: Bridging the Gap Between On-Chain Intelligence and Execution with Nansen CLI

Building Shadow-Signal: Bridging the Gap Between On-Chain Intelligence and Execution with Nansen CLI

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2 min read
How to Avoid Overfitting in Crypto Trading Bots: Lessons from 10,000+ Backtested Trades

How to Avoid Overfitting in Crypto Trading Bots: Lessons from 10,000+ Backtested Trades

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3 min read
How I Pick Crypto Trading Pairs for My Bot — A Data-Driven Framework

How I Pick Crypto Trading Pairs for My Bot — A Data-Driven Framework

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3 min read
Forex IB Portal Architecture: Managing Multi-Tier Introducing Brokers

Forex IB Portal Architecture: Managing Multi-Tier Introducing Brokers

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3 min read
I Analyzed 500+ Crypto Trades From My Bot — Here Are the 5 Risk Management Rules That Actually Work

I Analyzed 500+ Crypto Trades From My Bot — Here Are the 5 Risk Management Rules That Actually Work

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3 min read
I Built a 5-Minute VRP Trading Scanner in Python — Here's the Code

I Built a 5-Minute VRP Trading Scanner in Python — Here's the Code

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5 min read
I Tested 4 Stop Loss Methods on My Crypto Bot — Here's What Actually Works

I Tested 4 Stop Loss Methods on My Crypto Bot — Here's What Actually Works

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5 min read
KYC and AML Automation for Forex Brokers: What Actually Gets Automated

KYC and AML Automation for Forex Brokers: What Actually Gets Automated

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3 min read
Building Your First Trading Bot in Go with Wisp

Building Your First Trading Bot in Go with Wisp

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3 min read
I Built a Crypto Trading Bot That Runs 24/7 — Here's What I Learned After 30 Days

I Built a Crypto Trading Bot That Runs 24/7 — Here's What I Learned After 30 Days

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4 min read
How I Built a Profitable Crypto Trading Bot with Freqtrade and Bybit

How I Built a Profitable Crypto Trading Bot with Freqtrade and Bybit

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3 min read
5 Backtesting Mistakes That Cost Crypto Traders Thousands

5 Backtesting Mistakes That Cost Crypto Traders Thousands

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4 min read
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