Tag: Trading Bot
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My ML Crypto Trading Bot Lost Money: 2 Hard Lessons
I built an ML crypto trading bot, ran it live for weeks, and lost money. The two lessons that mattered most weren't about machine learning at all.
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Advanced Trading Bot Features: Risk Management and Backtesting
Avoid the Kelly Criterion trap in crypto bots. Walk-forward backtesting + slippage models reveal what actually works for position sizing.
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Upbit Trading Bot Part 2: Market Analysis and Order Execution
Build a moving average bot on Upbit that handles API failures and slippageโlessons from real trades that lost money before they made it.
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Building Your First Upbit Trading Bot: Setup and Authentication
Fix Upbit JWT authentication errors before they drain your account. PyJWT version gotchas and safe testing strategies included.