Vibe Algo Lab

"This journey began with one question: 'Is it really possible to profit from Vibe Coding?' I'm a hands-on trader and developer who prefers practical coding over heavy theory. I hope my log of experiments brings a spark of inspiration to your own algorithms."

The Overfitting Trap: How to Build Bulletproof Trading Algos with AI

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Hello, fellow traders. Welcome to the lab. If you’ve ever built a strategy that showed a 1,000% return in your backtest, only to watch it crumble and lose money the moment you took it live, you’ve met the industry’s most silent killer: Overfitting. I know that feeling. It’s frustrating to see your hard work vanish. … Read more

Mastering Vibe Coding: Integrating NotebookLM with Antigravity via MCP

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As a “Vibe Coder,” your strength lies in using natural language to orchestrate complex systems. But what happens when your project documentation, trading strategies, or research notes are scattered across dozens of PDFs and notebooks? By connecting NotebookLM to Antigravity using the Model Context Protocol (MCP), you give your AI agent a “library card” to … Read more

Digital Dollar Mining: How to Build a Low-Risk Stablecoin Arbitrage Bot with AI

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Hello there, fellow traveler in the world of algorithmic finance. If you’ve ever felt that the crypto market is a chaotic storm, you’re not wrong. But for a quant, chaos isn’t a threat—it’s an opportunity. Today, I want to walk you through one of the most elegant and “defensive” ways to grow your capital: Stablecoin … Read more

Master the Market Pulse: Automating Multi-Timeframe Analysis with AI Vibe Coding

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Hey there, future quant! Welcome to the lab. If you’ve ever felt like you were trying to solve a puzzle by looking through a keyhole, you’re not alone. Many beginners find a “perfect” buy signal on a 1-minute chart, jump in with excitement, only to watch the trade crumble because they didn’t realize the 4-hour … Read more

The Algorithmic Fortress: Orchestrating Real-Time Data Pipelines and API Defenses with AI

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In the high-stakes arena of algorithmic trading, your data pipeline is the lifeblood of your operation, and your API security is the impenetrable vault that protects your capital. A single leaked credential can result in a catastrophic loss within seconds, while even a minor bottleneck in your data feed can transform a sophisticated edge into … Read more

Beyond the Breakout: Automating Larry Williams’ Volatility Strategy with AI & Antigravity Protocol

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In the world of algorithmic trading, few patterns are as enduring as the Volatility Breakout (VBO). Made famous by legendary trader Larry Williams, this strategy captures market momentum at the exact moment energy explodes. But in 2026, simply using a fixed formula isn’t enough. Today, we are applying Vibe Coding—using AI to orchestrate complex logic—and … Read more