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⚡ AI Lessons

Dev.to · Blockchain Rust Engineer
⚡ AI Lesson
1w ago
Modeling Correlated Polymarket Markets as a Graph and Finding Arbitrage with Negative Cycles
Polymarket markets aren't isolated. "Will X win the primary" and "will X win the general" aren't...

Dev.to · Blockchain Rust Engineer
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
Why Execution Speed Beats Detection Logic in Polymarket Arbitrage Bot
Every writeup on Polymarket arbitrage explains the same thing: YES and NO token prices should sum to...

Dev.to · Blockchain Rust Engineer
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
Building a Polymarket Arbitrage Bot: 5 Strategies, One Signal-Ranking Problem
Most "Polymarket arbitrage bot" writeups stop at explaining what arbitrage is. The actual engineering...

Dev.to · Blockchain Rust Engineer
💰 FinTech & AI for Finance Professionals
⚡ AI Lesson
1mo ago
The Execution Layer Most Trading Bot Tutorials Skip
I've spent the last several months building execution infrastructure for prediction market...

Dev.to · Blockchain Rust Engineer
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
Building a Polymarket Trading Bot: Order Book Monitoring, Slippage Handling, and Position Sizing in Python
Why naive orders lose money on Polymarket Most people's first Polymarket bot places a market order...

Dev.to · Blockchain Rust Engineer
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
My Polymarket Bot Has a Volatility Filter Now. Here Is Why I Built It Last.
I built the execution engine first. Then the order management. Then the inventory controls. Then the...

Dev.to · Blockchain Rust Engineer
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
What Happens to My Polymarket Bot When a BTC Market Resolves Unexpectedly
What Happens to My Polymarket Bot When a BTC Market Resolves Unexpectedly This one caught me off...

Dev.to · Blockchain Rust Engineer
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
My Bot Showed +$84 Profit. The Chain Said +$11. Here's Why.
I ran 200 paper trades. Win rate was 91%. P&L tracker showed positive every session. I moved to...

Dev.to · Blockchain Rust Engineer
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Building a Trading Bot Is Easy. Building One That Survives Overnight Isn't.
When I first started building trading bots, I thought the difficult part would be the strategy. I...
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