{"id":2444,"date":"2026-10-02T07:04:31","date_gmt":"2026-10-02T07:04:31","guid":{"rendered":"https:\/\/banrev.us\/ai\/?p=2444"},"modified":"2026-10-02T07:04:31","modified_gmt":"2026-10-02T07:04:31","slug":"how-to-build-a-self-improving-ai-trading-agent-insanely-cool","status":"publish","type":"post","link":"https:\/\/banrev.us\/ai\/?p=2444","title":{"rendered":"How To Build A Self-Improving AI Trading Agent (Insanely Cool)"},"content":{"rendered":"<p><iframe  width=\"580\" height=\"385\" src=\"https:\/\/www.youtube.com\/embed\/6njREUQAFdg?autoplay=1&#038;modestbranding=1\" frameborder=\"0\" allowfullscreen><\/iframe><br \/>\n<br \/>\u25b8 Build and test your own strategies \u2014 Part-Time Quant Academy, $29\/month: https:\/\/www.skool.com\/part-time-quant-academy<\/p>\n<p>Useful links:<br \/>\n  \u25b8 Track my progress on the 10x Challenge \u2192<br \/>\n  https:\/\/10x-app-production.up.railway.app\/dca<\/p>\n<p>Follow me:<br \/>\n  \ud83d\udce7  The Lewsletter (free twice weekly breakdown):<br \/>\n  https:\/\/www.workwithlewis.com\/lewsletter<br \/>\n  \ud83d\udc26  X\/Twitter: https:\/\/x.com\/WhatSayLew<br \/>\n  \ud83d\udcf8  Instagram: https:\/\/www.instagram.com\/lewis.w.jackson<br \/>\n  \ud83c\udfb5 TikTok: https:\/\/tiktok.com\/@lewisjacksontiktok<br \/>\n  \ud83d\udcbc  LinkedIn:<br \/>\n  https:\/\/www.linkedin.com\/in\/lewisjacksonli\/<\/p>\n<p>The self-improving AI trading agent I just built learns from every trade it makes \u2014 and runs 24\/7 on real money. No human updates the strategy. The system updates itself.<\/p>\n<p>  I&#8217;m using Hermes Agent \u2014 the autonomous tool quietly outperforming OpenClaw at self-learning \u2014 and wiring it into Claude Code with a single one-shot prompt. You paste it. The system installs itself. From accurate data ingestion to Railway deployment, the whole pipeline assembles in one session.<\/p>\n<p>  Most AI trading bots are dumb. Prompt in, output out, no memory, no learning. That&#8217;s the difference between a calculator and a researcher. A genuine AI trading agent has to clear four bars \u2014 accurate data, 24\/7 reliability, a defined goal with explicit success and failure conditions, and a feedback loop that actually changes its own behaviour. I walk through each one and show how Hermes solves all four.<\/p>\n<p>  The agent iterates using the scientific method \u2014 on variable at a time, baseline then improve, hypothesis then test. Its first live strategy targets Bittensor subnets with daily and 30-minute rebalances. I&#8217;m putting real capital behind it. You can copy the entire setup for free.<\/p>\n<p>  If you want an autonomous trading agent that learns instead of just predicting, the prompt is in the top link. No coding required.<\/p>\n<p>  \u26a0\ufe0f  DISCLAIMER: Nothing in this video constitutes<br \/>\n  financial, investment, or tax advice. I am not a<br \/>\n  financial adviser. Past performance is not indicative<br \/>\n  of future results. Cryptocurrency and digital assets \u2014<br \/>\n  including Bittensor subnets \u2014 are highly speculative<br \/>\n  and volatile. You could lose your entire investment.<br \/>\n  All content is for educational and entertainment<br \/>\n  purposes only. Always do your own research and consult<br \/>\n  a qualified professional before making any financial<br \/>\n  decisions.<\/p>\n<p>  \u23f1\ufe0f  CHAPTERS<br \/>\n  0:00 AI Trading Agent Holy Grail<br \/>\n  1:55 Four Rules for a Good Agent<br \/>\n  3:41 Goals Beat Predictions Every Time<br \/>\n  5:25 Scientific Method for AI Strategy<br \/>\n  6:35 One-Shot Prompt Setup<br \/>\n  12:25 Trading Real Money With Hermes<br \/>\n  15:24 Bittensor Subnet Strategy Live<br \/>\n<br \/><a href=\"https:\/\/www.youtube.com\/watch?v=6njREUQAFdg\">source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u25b8 Build and test your own strategies \u2014 Part-Time Quant Academy, $29\/month: https:\/\/www.skool.com\/part-time-quant-academy Useful links:&#8230;<\/p>\n","protected":false},"author":191,"featured_media":2445,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-2444","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-make-money"],"featured_image_urls":{"full":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/10\/1790924671_maxresdefault.jpg",1280,720,false],"thumbnail":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/10\/1790924671_maxresdefault-150x150.jpg",150,150,true],"medium":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/10\/1790924671_maxresdefault-300x169.jpg",300,169,true],"medium_large":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/10\/1790924671_maxresdefault-768x432.jpg",640,360,true],"large":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/10\/1790924671_maxresdefault-1024x576.jpg",640,360,true],"1536x1536":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/10\/1790924671_maxresdefault.jpg",1280,720,false],"2048x2048":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/10\/1790924671_maxresdefault.jpg",1280,720,false],"newsphere-slider-full":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/10\/1790924671_maxresdefault.jpg",1280,720,false],"newsphere-featured":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/10\/1790924671_maxresdefault-1024x576.jpg",1024,576,true],"newsphere-medium":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/10\/1790924671_maxresdefault-720x380.jpg",720,380,true]},"author_info":{"display_name":"Lewis Jackson","author_link":"https:\/\/banrev.us\/ai\/?author=191"},"category_info":"<a href=\"https:\/\/banrev.us\/ai\/?cat=5\" rel=\"category\">AI Make Money<\/a>","tag_info":"AI Make Money","comment_count":"0","_links":{"self":[{"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/posts\/2444","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/users\/191"}],"replies":[{"embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2444"}],"version-history":[{"count":0,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/posts\/2444\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/media\/2445"}],"wp:attachment":[{"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2444"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2444"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2444"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}