{"id":204713,"date":"2026-03-19T15:21:57","date_gmt":"2026-03-19T15:21:57","guid":{"rendered":"https:\/\/ushopwell.com\/ublog\/how-i-built-a-self-healing-trading-bot-that-fixes-its-own-losses-openclaw-tutorial\/"},"modified":"2026-03-19T15:21:57","modified_gmt":"2026-03-19T15:21:57","slug":"how-i-built-a-self-healing-trading-bot-that-fixes-its-own-losses-openclaw-tutorial","status":"publish","type":"post","link":"https:\/\/ushopwell.com\/ublog\/how-i-built-a-self-healing-trading-bot-that-fixes-its-own-losses-openclaw-tutorial\/","title":{"rendered":"How I Built a Self-Healing Trading Bot That Fixes Its Own Losses (OpenClaw Tutorial)"},"content":{"rendered":"<div class=\"youtubomatic-video-container\"><iframe loading=\"lazy\" width=\"580\" height=\"380\" src=\"https:\/\/www.youtube.com\/embed\/btG5YpvPkwE?autoplay=1&#038;controls=1&#038;hl=en\" frameborder=\"0\" allowfullscreen><\/iframe><\/div>\n<p>I turned $50 into $500 with an AI trading bot. Then I stopped checking it for a few days.<\/p>\n<p>When I came back, the balance was zero. 814 trades. $193 in losses. $115 in fees. All gone.<\/p>\n<p>Here&#8217;s what went wrong, and how I built a bot that now fixes itself automatically.<\/p>\n<p>What you&#8217;ll learn:<\/p>\n<p>\u2022 How the original Battle Royale bot went from $50 to $500, then back to zero<br \/>\n\u2022 Why manually tweaking your own bot makes things worse (my win rate dropped from 19% to 12%)<br \/>\n\u2022 What Karpathy&#8217;s &#8220;auto research&#8221; concept is and why it changes everything<br \/>\n\u2022 How I built a self-improving trading bot using Claude Code and OpenClaw<br \/>\n\u2022 Why the system auto-rejects strategies that cheat by looking at future data<br \/>\n\u2022 How to set this up yourself in about 30 minutes<\/p>\n<p>Timestamps:<\/p>\n<p>00: 00 Intro<br \/>\n0: 26 Battle Royale recap<br \/>\n1: 12 What if I just kept it running?<br \/>\n3: 52 Why it failed<br \/>\n5: 36 Karpathy&#8217;s autoresearch<br \/>\n6: 40 How it works<br \/>\n10: 59 How to build this yourself<br \/>\n12: 16 The 3 files you need<br \/>\n13: 01 Installation<br \/>\n16: 22 The future &#038; next steps<br \/>\n18: 39 Conclusion<\/p>\n<p>Links:<\/p>\n<p>\u2022 Karpathy&#8217;s AutoResearch repo: <a href=\"https:\/\/github.com\/karpathy\/miniAutoResearch\" target=\"_blank\">https:\/\/github.com\/karpathy\/miniAutoResearch<\/a><br \/>\n\u2022 OpenClaw: <a href=\"https:\/\/openclaw.ai\" target=\"_blank\">https:\/\/openclaw.ai<\/a><br \/>\n\u2022 Claude Code: <a href=\"https:\/\/claude.ai\/code\" target=\"_blank\">https:\/\/claude.ai\/code<\/a><\/p>\n<p>Want your own content pipeline built on AI agents? We help founders build their presence on X and YouTube without spending hours a day on it.<br \/>\n\u2192 <a href=\"https:\/\/founderfunnel.com\" target=\"_blank\">https:\/\/founderfunnel.com<\/a><\/p>\n<p>Subscribe if you want more of this. New video every week.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I turned $50 into $500 with an AI trading bot. Then I stopped checking it for a few days. When I came back, the balance was zero. 814 trades. $193 in losses. $115 in fees. All gone. Here&#8217;s what went wrong, and how I built a bot that now fixes itself automatically. What you&#8217;ll learn: \u2022 How the original Battle Royale bot went from $50 to $500, then back to&#8230;<\/p>\n","protected":false},"author":1,"featured_media":204714,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-204713","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How I Built a Self-Healing Trading Bot That Fixes Its Own Losses (OpenClaw Tutorial) - UshopWell.com<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ushopwell.com\/ublog\/how-i-built-a-self-healing-trading-bot-that-fixes-its-own-losses-openclaw-tutorial\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How I Built a Self-Healing Trading Bot That Fixes Its Own Losses (OpenClaw Tutorial) - UshopWell.com\" \/>\n<meta property=\"og:description\" content=\"I turned $50 into $500 with an AI trading bot. Then I stopped checking it for a few days. When I came back, the balance was zero. 814 trades. $193 in losses. $115 in fees. All gone. Here&#8217;s what went wrong, and how I built a bot that now fixes itself automatically. 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