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    <item>
      <title>How to Build a Crypto Trading Bot with Python: Step-by-Step Guide</title>
      <link>https://kimchibot.com/posts/how-to-build-a-crypto-trading-bot-with-python-step-by-step/</link>
      <pubDate>Wed, 08 Apr 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/how-to-build-a-crypto-trading-bot-with-python-step-by-step/</guid>
      <description>A complete beginner&amp;rsquo;s guide to building a crypto trading bot with Python and ccxt. From zero to a working bot on Binance Futures.</description>
    </item>
    <item>
      <title>ccxt &#43; Binance Futures: The Complete Python Guide</title>
      <link>https://kimchibot.com/posts/ccxt-binance-futures-complete-guide/</link>
      <pubDate>Tue, 07 Apr 2026 12:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/ccxt-binance-futures-complete-guide/</guid>
      <description>Everything you need to know about using ccxt with Binance Futures in Python. Connection, orders, positions, stop losses, and all the gotchas.</description>
    </item>
    <item>
      <title>I Tortured Claude Code Into Building Me a Trading Bot — Here&#39;s What Happened</title>
      <link>https://kimchibot.com/posts/i-tortured-claude-code-into-building-me-a-trading-bot/</link>
      <pubDate>Tue, 07 Apr 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/i-tortured-claude-code-into-building-me-a-trading-bot/</guid>
      <description>A developer from Korea built 6 crypto trading bots using Claude Code. 4 failed. Here&amp;rsquo;s the honest story — and a guide so you can build one too.</description>
    </item>
    <item>
      <title>How to Avoid Overfitting in Trading Bots: A Practical Checklist</title>
      <link>https://kimchibot.com/posts/how-to-avoid-overfitting-in-trading-bots/</link>
      <pubDate>Mon, 06 Apr 2026 12:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/how-to-avoid-overfitting-in-trading-bots/</guid>
      <description>Overfitting is the #1 killer of trading bots. Here&amp;rsquo;s a practical checklist to detect and prevent it, based on real experience.</description>
    </item>
    <item>
      <title>Why Grid Bots Are a Beautiful Lie</title>
      <link>https://kimchibot.com/posts/why-grid-bots-are-a-beautiful-lie/</link>
      <pubDate>Mon, 06 Apr 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/why-grid-bots-are-a-beautiful-lie/</guid>
      <description>Grid bots look perfect on paper. Buy low, sell high, automatically. Here&amp;rsquo;s why I killed mine after a week.</description>
    </item>
    <item>
      <title>Python Trading Bot Architecture: How to Structure Your Code</title>
      <link>https://kimchibot.com/posts/python-trading-bot-architecture-for-beginners/</link>
      <pubDate>Sun, 05 Apr 2026 12:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/python-trading-bot-architecture-for-beginners/</guid>
      <description>Most trading bot tutorials show you the strategy but not the structure. Here&amp;rsquo;s how to organize a production-ready trading bot in Python.</description>
    </item>
    <item>
      <title>The Backtest Looked Amazing. It Was Lying.</title>
      <link>https://kimchibot.com/posts/the-backtest-looked-amazing-it-was-lying/</link>
      <pubDate>Sun, 05 Apr 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/the-backtest-looked-amazing-it-was-lying/</guid>
      <description>My momentum bot showed incredible returns in backtests. Then I learned about overfitting — the hard way.</description>
    </item>
    <item>
      <title>10 Trading Bot Mistakes Every Beginner Makes (I Made All of Them)</title>
      <link>https://kimchibot.com/posts/trading-bot-mistakes-beginners-make/</link>
      <pubDate>Sat, 04 Apr 2026 12:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/trading-bot-mistakes-beginners-make/</guid>
      <description>I&amp;rsquo;ve built 6 trading bots and made every mistake possible. Here are the 10 most expensive ones so you don&amp;rsquo;t have to repeat them.</description>
    </item>
    <item>
      <title>Backtest vs Reality: Where Dreams Go to Die</title>
      <link>https://kimchibot.com/posts/backtest-vs-reality-where-dreams-die/</link>
      <pubDate>Sat, 04 Apr 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/backtest-vs-reality-where-dreams-die/</guid>
      <description>My bot showed +500U in backtests. Live trading showed +200U. Here&amp;rsquo;s every gap I found and how I closed them.</description>
    </item>
    <item>
      <title>Claude Code vs ChatGPT for Building Trading Bots: An Honest Comparison</title>
      <link>https://kimchibot.com/posts/claude-code-vs-chatgpt-for-coding-trading-bots/</link>
      <pubDate>Fri, 03 Apr 2026 12:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/claude-code-vs-chatgpt-for-coding-trading-bots/</guid>
      <description>I&amp;rsquo;ve used both AI tools to build trading bots. Here&amp;rsquo;s what each is good at, what each fails at, and which one I actually use.</description>
    </item>
    <item>
      <title>Building a Trend Following Bot That Actually Works</title>
      <link>https://kimchibot.com/posts/building-a-trend-following-bot-that-actually-works/</link>
      <pubDate>Fri, 03 Apr 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/building-a-trend-following-bot-that-actually-works/</guid>
      <description>After killing 4 bots, I built one that survived backtesting, dry runs, and live trading. Here&amp;rsquo;s the full breakdown.</description>
    </item>
    <item>
      <title>Stop Loss: The Most Important Feature You&#39;ll Get Wrong</title>
      <link>https://kimchibot.com/posts/stop-loss-the-most-important-feature-you-will-get-wrong/</link>
      <pubDate>Thu, 02 Apr 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/stop-loss-the-most-important-feature-you-will-get-wrong/</guid>
      <description>I went from market order SL to exchange-side STOP_LIMIT and it changed everything. Here&amp;rsquo;s every mistake along the way.</description>
    </item>
    <item>
      <title>How I Pick Coins for My Bot to Trade (Automatically)</title>
      <link>https://kimchibot.com/posts/how-i-pick-coins-for-my-bot-to-trade/</link>
      <pubDate>Wed, 01 Apr 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/how-i-pick-coins-for-my-bot-to-trade/</guid>
      <description>My bot doesn&amp;rsquo;t trade the same coins forever. Every 3 hours, it picks the best ones automatically. Here&amp;rsquo;s the algorithm.</description>
    </item>
    <item>
      <title>WebSocket vs REST API: I Deleted 150 Lines and Nothing Broke</title>
      <link>https://kimchibot.com/posts/websocket-vs-rest-api-i-deleted-150-lines/</link>
      <pubDate>Tue, 31 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/websocket-vs-rest-api-i-deleted-150-lines/</guid>
      <description>I spent weeks building a WebSocket price feed. Then I realized I didn&amp;rsquo;t need it at all.</description>
    </item>
    <item>
      <title>Fair Value Gaps: The Strategy That Changed Everything</title>
      <link>https://kimchibot.com/posts/fair-value-gaps-the-strategy-that-changed-everything/</link>
      <pubDate>Mon, 30 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/fair-value-gaps-the-strategy-that-changed-everything/</guid>
      <description>After trend-following, I built a completely different bot based on Fair Value Gaps. It passed a full year of out-of-sample testing.</description>
    </item>
    <item>
      <title>The Timezone Bug That Cost Me 9 Hours of Trades</title>
      <link>https://kimchibot.com/posts/the-timezone-bug-that-cost-me-9-hours-of-trades/</link>
      <pubDate>Sun, 29 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/the-timezone-bug-that-cost-me-9-hours-of-trades/</guid>
      <description>My bot was missing every trade for the first 9 hours of each day. The cause? Mixing UTC and KST in one line of code.</description>
    </item>
    <item>
      <title>How to Use Claude Code to Build a Trading Bot (Honestly)</title>
      <link>https://kimchibot.com/posts/how-to-use-claude-code-to-build-a-trading-bot/</link>
      <pubDate>Sat, 28 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/how-to-use-claude-code-to-build-a-trading-bot/</guid>
      <description>A practical guide to building trading bots with AI. What Claude Code is great at, what it&amp;rsquo;s terrible at, and how to get the best results.</description>
    </item>
    <item>
      <title>Risk-Reward Ratio: The Only Number That Matters</title>
      <link>https://kimchibot.com/posts/risk-reward-ratio-the-only-number-that-matters/</link>
      <pubDate>Fri, 27 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/risk-reward-ratio-the-only-number-that-matters/</guid>
      <description>Forget win rate. A 35% win rate can make you rich. A 70% win rate can bankrupt you. Here&amp;rsquo;s the math.</description>
    </item>
    <item>
      <title>Binance API Gotchas That Will Waste Your Weekend</title>
      <link>https://kimchibot.com/posts/binance-api-gotchas-that-will-waste-your-weekend/</link>
      <pubDate>Thu, 26 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/binance-api-gotchas-that-will-waste-your-weekend/</guid>
      <description>A collection of Binance Futures API quirks that aren&amp;rsquo;t in the documentation. Each one cost me hours.</description>
    </item>
    <item>
      <title>Why I Run Two Bots, Not One</title>
      <link>https://kimchibot.com/posts/why-i-run-two-bots-not-one/</link>
      <pubDate>Wed, 25 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/why-i-run-two-bots-not-one/</guid>
      <description>One bot follows trends. The other trades mean reversion. Together, they cover each other&amp;rsquo;s weaknesses.</description>
    </item>
    <item>
      <title>The 3 AM Bug: PID Lockfiles and Duplicate Processes</title>
      <link>https://kimchibot.com/posts/the-3am-bug-pid-lockfiles-and-duplicate-processes/</link>
      <pubDate>Tue, 24 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/the-3am-bug-pid-lockfiles-and-duplicate-processes/</guid>
      <description>My bot was running twice. Two instances, same account, doubling every order. Here&amp;rsquo;s how PID lockfiles saved me.</description>
    </item>
    <item>
      <title>Surge Detection: Catching Explosive Moves Without Giving It All Back</title>
      <link>https://kimchibot.com/posts/surge-detection-catching-explosive-moves/</link>
      <pubDate>Mon, 23 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/surge-detection-catching-explosive-moves/</guid>
      <description>When a trade moves +4% in the first 5 minutes, you need special handling. Here&amp;rsquo;s my surge detection system.</description>
    </item>
    <item>
      <title>What Happens When Your Bot Crashes at 3 AM</title>
      <link>https://kimchibot.com/posts/what-happens-when-your-bot-crashes-at-3am/</link>
      <pubDate>Sun, 22 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/what-happens-when-your-bot-crashes-at-3am/</guid>
      <description>Your bot will crash. At night. On a weekend. With open positions. Here&amp;rsquo;s how to make sure it recovers gracefully.</description>
    </item>
    <item>
      <title>Parameter Optimization Without Fooling Yourself</title>
      <link>https://kimchibot.com/posts/parameter-optimization-without-fooling-yourself/</link>
      <pubDate>Sat, 21 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/parameter-optimization-without-fooling-yourself/</guid>
      <description>Grid search found parameters that turned -82U into +343U. Here&amp;rsquo;s how I made sure it wasn&amp;rsquo;t just overfitting.</description>
    </item>
    <item>
      <title>Dry Run: The Step Everyone Skips</title>
      <link>https://kimchibot.com/posts/dry-run-the-step-everyone-skips/</link>
      <pubDate>Fri, 20 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/dry-run-the-step-everyone-skips/</guid>
      <description>Between backtest and live trading, there&amp;rsquo;s a step most people skip. It&amp;rsquo;s the step that catches the bugs that matter most.</description>
    </item>
    <item>
      <title>Leverage: The Double-Edged Sword (Why I Use 3x)</title>
      <link>https://kimchibot.com/posts/leverage-the-double-edged-sword/</link>
      <pubDate>Thu, 19 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://kimchibot.com/posts/leverage-the-double-edged-sword/</guid>
      <description>Binance offers up to 125x leverage. I use 3x. Here&amp;rsquo;s the math behind that boring decision.</description>
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