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README.md

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# BitNerve
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**AI-powered crypto trading engine for perpetual futures — built for precision, speed, and nerve, running multiple models across accounts and assets in parallel.**
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## ⚡ The Origin Story
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One evening, while scrolling through Twitter, I stumbled upon a tweet about [**Nof1.ai**](https://nof1.ai) — a bold experiment called **Alpha Arena**, where multiple large language models trade **live crypto markets** against each other with real money on the line.
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That idea instantly clicked. It wasn’t just about profit. It was about seeing how *different AIs behave when exposed to real volatility*.
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> Which model reacts calmly? Which overtrades? Which learns to survive?
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That single tweet sparked **BitNerve** — a personal weekend build turned ongoing experiment — my own version of Alpha Arena, reimagined for open experimentation and built from scratch in just a few days.
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## 🧠 What is BitNerve?
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**BitNerve** is an **AI trading platform** designed to run multiple AI models on **live crypto markets** (currently through the **CoinSwitch API**) to explore how intelligent systems behave under financial pressure.
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It’s not a trading bot in the conventional sense.
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It’s a **playground for market intelligence** — a laboratory where each model gets its own chance to prove its nerve.
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In short:
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> _BitNerve is where AI meets market volatility, and the charts tell the story of survival._
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## 🔍 What It Does
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- Connects to **CoinSwitch Exchange APIs** for live market data and perpetual futures trading.
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- Runs **multiple AI models in parallel**, each trading independently on its own account or subset of assets.
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- Enables both **paper trading** and **real execution** (when configured with exchange keys).
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- Continuously tracks positions, PnL, risk metrics, and agent reasoning through a unified dashboard.
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At its core, BitNerve is designed to **observe behavior under chaos** — not just whether a strategy “works,” but *how* it behaves when the market shifts.
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## 🌱 Why BitNerve Exists
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Most “AI trading” platforms today either hide behind proprietary models or oversimplify what “AI” really means.
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BitNerve was built for a different purpose:
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- To **democratize the experiment** — anyone can run and compare models locally or remotely.
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- To **visualize decision-making** — each AI is transparent, auditable, and accountable.
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- To **push model boundaries** — from simple LLMs to hybrid systems mixing rule-based risk logic with AI intuition.
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- To **treat trading as a behavioral study** — of models, not markets.
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> The goal isn’t to automate profits.
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> It’s to watch intelligence evolve under pressure.
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## 🧭 The Roadmap Ahead
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BitNerve was built in a single weekend — but its future will evolve far beyond that.
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### 🔹 Immediate Goals
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- Expand **multi-model orchestration** — run 5–10 AI agents side-by-side.
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- Add **round-robin API key rotation** to manage token usage across models (a lightweight hack for parallel inference).
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- Integrate **local model execution** via **Ollama** and **LM Studio**, removing dependency on cloud inference.
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- Improve **dashboard telemetry** — model performance heatmaps, per-symbol stats, and risk overlays.
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### 🔹 Medium-Term Goals
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- Add **dynamic asset allocation** — models choose which crypto assets to trade based on market state.
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- Introduce **replay & backtest modes** to simulate sessions using recorded market data.
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- Enable **risk governors** — per-model drawdown caps, kill-switches, and automatic cool-downs.
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- Support **ensemble trading**, where multiple AI votes combine into a consensus trade.
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### 🔹 Long-Term Vision
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- Connect to **more exchanges** (Backpack, Lighter, Binance, Bitget, OKX) via a pluggable adapter layer.
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- Open a **public leaderboard** for AI trading agents to compete in live markets.
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- Publish **research findings** on AI behavior in live markets.
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## 🧩 Philosophy
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> “Markets are the best Turing tests.”
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BitNerve treats the market as a real-world benchmark for intelligence — not accuracy on a dataset, but resilience in uncertainty. Every trade, loss, or hesitation is a behavioral datapoint.
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AI isn’t judged by profit alone. It’s judged by how it **thinks**, **adapts**, and **recovers** — when everything goes wrong.
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## ⚠️ Disclaimer
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**BitNerve is experimental software.**
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It’s meant for research, not financial advice or guaranteed performance.
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- Trading crypto and perpetual futures involves significant risk.
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- The system may behave unpredictably under real conditions.
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- Use paper trading before attempting any live setup.
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- Always assume your AI will make mistakes — that’s the point of the experiment.
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## 💬 Final Thought
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> Built over a single weekend.
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> Inspired by Alpha Arena.
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> Powered by curiosity, not greed.
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BitNerve began as a spark — an attempt to explore how AI behaves when the numbers stop being theoretical. Now it’s evolving into a transparent, experimental playground for intelligent trading systems.
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> **Multiple AIs. Real markets. One nerve.**
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Explore BitNerve.
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Trade with intelligence.
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Watch the models learn to survive.

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