How To Build A Self-Improving AI Trading Agent (Insanely Cool)

▸ All FREE Systems & Prompts: https://www.skool.com/zero-one/about Useful links: ▸ Track my progress on the 10x Challenge → https://10x-app-production.up.railway... Follow me: 📧 The Lewsletter (free twice weekly breakdown): https://www.workwithlewis.com/lewsletter 🐦 X/Twitter: https://x.com/WhatSayLew 📸 Instagram:   / lewis.w.jackson   🎵 TikTok:   / lewisjacksontiktok   💼 LinkedIn:   / lewisjacksonli   The self-improving AI trading agent I just built learns from every trade it makes — and runs 24/7 on real money. No human updates the strategy. The system updates itself. I'm using Hermes Agent — the autonomous tool quietly outperforming OpenClaw at self-learning — 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. Most AI trading bots are dumb. Prompt in, output out, no memory, no learning. That's the difference between a calculator and a researcher. A genuine AI trading agent has to clear four bars — 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. The agent iterates using the scientific method — 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'm putting real capital behind it. You can copy the entire setup for free. If you want an autonomous trading agent that learns instead of just predicting, the prompt is in the top link. No coding required. ⚠️ DISCLAIMER: Nothing in this video constitutes financial, investment, or tax advice. I am not a financial adviser. Past performance is not indicative of future results. Cryptocurrency and digital assets — including Bittensor subnets — are highly speculative and volatile. You could lose your entire investment. All content is for educational and entertainment purposes only. Always do your own research and consult a qualified professional before making any financial decisions. ⏱️ CHAPTERS 0:00 AI Trading Agent Holy Grail 1:55 Four Rules for a Good Agent 3:41 Goals Beat Predictions Every Time 5:25 Scientific Method for AI Strategy 6:35 One-Shot Prompt Setup 12:25 Trading Real Money With Hermes 15:24 Bittensor Subnet Strategy Live