<p>I've been working on crypto exchange trading bot (python) for a while and wanted to share what I learned.</p> <h2> The problem </h2> <p>Production-ready Python trading bot for
<blockquote> <p>Explore how a Polymarket TWAP breakout bot detects crypto momentum, TWAP divergence, probability changes, liquidity conditions, and false breakouts.</p>
<p>I recently went down a rabbit hole connecting OS internals with real-world low-latency systems.</p> <p>While learning about process management in operating systems, I kept
<p>When I started building SolBundler, the main problem I wanted to solve was simple: sniper bots were destroying pump.fun launches. The moment a token goes live, bots buy block 0
<p>Overfitting is the silent killer of algorithmic trading strategies. Your backtest shows incredible results, but the moment you go live, everything falls apart.</p> <p>After
<p>I wanted to test out a theory where I have autonomous agents make trading decisions on Solana without handing them private keys. So I built something to simulate that.</p>
<blockquote> <p>The pager went off at 2:14 AM.</p> </blockquote> <p>If you’ve spent any time operating distributed systems, you know that sound. It doesn’t just wake you up; it
<p>If you come from a Web2 background, Solana’s account model can feel confusing at first.<br /><br /> You might ask:</p> <blockquote> <p>“Why does everything seem to be an
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