TRIB APEX ENGINE ⚡

Distributed High-Frequency Triangular Arbitrage System

📖 Overview

TRIB APEX is a high-performance, event-driven trading engine designed to identify and exploit market inefficiencies in the cryptocurrency market. It models currency pairs as a directed weighted graph and utilizes a modified Bellman-Ford algorithm to detect negative cycles (arbitrage opportunities) in real-time.

Unlike simple bots, TRIB functions as a distributed system. It decouples high-throughput data ingestion from analysis and execution using Redis as an atomic message broker, ensuring the UI remains responsive without adding latency to the trading engine.

🚀 Key Features

🧠 The Core Engine (Golang)

• Graph Theory Implementation: Models 20+ currency pairs (USDT, BTC, ETH, SOL, BNB, etc.) as nodes in a dynamic graph.
• O(V·E) Algo: Runs concurrent Bellman-Ford algorithms to detect profit loops (e.g., USDT -> SOL -> BTC -> USDT) in sub-millisecond time.
• Smart Math: Converts exchange rates to negative logarithms (-log(price)) to transform the "maximize product" problem into a "shortest path" problem.
• Fee Awareness: Automatically deducts exchange fees (0.1%) during path calculation to prevent slippage losses.

⚡ Real-Time Infrastructure

• Atomic Pipeline: Uses Redis Lists and Pub/Sub to handle state management, ensuring thread-safe operations between the Engine and the API.
• WebSocket Ingestion: Consumes raw @bookTicker streams from Binance for the absolute latest bid/ask data.
• Fault Tolerance: Dockerized microservices with strict healthcheck dependencies ensure the system self-recovers.

📊 Mission Control (Next.js 14)

• Live Visualizer: Custom SVG components animated with Framer Motion to visualize the active search path and return rates.
• Zero-Latency Feed: Uses optimized polling hooks to display trade executions the millisecond they are processed by the engine.
• Cyberpunk UI: A sleek, "Linear-style" dark mode interface built with TailwindCSS and Shadcn/UI.

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🛠 Tech Stack

Component	Technology	Description
Engine	Go (Golang)	High-concurrency processing, WebSocket handling, Graph algos.
API	Go (Fiber)	Fast HTTP layer to expose Redis data to the frontend.
Database	Redis (Alpine)	In-memory message broker, state store, and atomic locking.
Frontend	Next.js 14	App Router, TypeScript, Server Components.
Styling	TailwindCSS	With clsx, tailwind-merge, and Shadcn/UI components.
Animation	Framer Motion	Complex SVG path animations and layout transitions.
DevOps	Docker Compose	Multi-container orchestration with health checks.

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📐 System Architecture

graph TD
    WS[Binance WebSocket] -->|Ticks| GE[Go Engine]
    GE -->|Update Weights| Graph[In-Memory Graph]
    Graph -->|Bellman-Ford| Detect{Negative Cycle?}
    Detect -->|Yes| Exec[Execute Trade]
    Exec -->|Push Data| Redis[(Redis)]
    
    Redis -->|Read State| API[Go Fiber API]
    API -->|JSON| Client[Next.js Dashboard]


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