Backtest: What Happens When You Buy Options During Extreme Fear

Fear & Greed = 11. Bitcoin at $62,873. Here’s what the data shows. February 5, 2026. Fear & Greed Index: 11. Extreme Fear. Most people were selling. Bitcoin was at $62,873. If you had bought a 10% out-of-the-money call option that day — 7 days later Bitcoin hit $70,290. An 11.7% move. That option returned +4,991%. This Isn’t Luck. It’s a System. I backtested 400 days of data. Strategy: when Fear & Greed < 20 + large liquidation event happen simultaneously, buy 10% OTM options, hold 7 days. ...

March 10, 2026 Â· 2 min

How I Built a Deep OTM Options Signal System in One Day

Not a tutorial. Not an ad. Just what actually happened today. This morning I asked myself one question: Can I build a complete options signal system using only free data? By tonight, the answer is yes. The Data — All Free Deribit public API (no account needed): Historical implied volatility Full options chain with Greeks Max Pain calculation Bybit public API: Historical price data Funding rates Alternative.me: Fear & Greed Index — history back to 2018 CoinGlass (paid, but data already downloaded): ...

March 10, 2026 Â· 2 min

Why I Stopped Predicting Price and Started Buying Optionality

Five years of trying to predict price direction. One day to realize I was asking the wrong question. I spent five years predicting crypto price direction. Up or down. Long or short. This time will be different. It never was. Then I understood something: I don’t need to be right. I need to bet at the right time. That’s the logic behind deep out-of-the-money options. Normal trading: predict direction, lose if wrong. ...

March 10, 2026 Â· 2 min

What Is Quantitative Trading — And Why It Changes Everything

I lost five years trading on instinct. Here’s what I should have understood from the start. I spent five years in crypto markets using the same method. Look at charts. Get a feeling. Place an order. Sometimes right. Sometimes wrong. Long term — always losing. It took me years to understand: it wasn’t bad luck. The method itself was unwinnable. Where Quant Trading Came From Quantitative trading isn’t new. In the 1980s, Wall Street started replacing human judgment with mathematical models. James Simons’ Medallion Fund ran from 1988 to 2018 with a 66% annualized return. Thirty years. Never a losing year. Not built on tips or instincts — built on mathematics. ...

March 10, 2026 Â· 7 min

10 Ways AI Will Waste Your Time (If You Let It)

Hard lessons from months of building with AI — what nobody tells you before you start. AI didn’t make building my quant system easy. It made it possible. Those are different things. Here are the 10 mistakes I made — and kept making — until I learned better. 1. Long Conversations Break Down AI has a memory limit. The longer the conversation, the more it forgets. You think it remembers your system architecture from 30 messages ago. It doesn’t. It starts giving advice that contradicts what it said earlier — and you don’t realize why. ...

March 10, 2026 Â· 4 min

I Tried Three AI Tools. Here's What I Actually Use.

From knowing nothing to running a live quant system — the tools that got me there. January 2026. I started building a quant trading system. Couldn’t write a single line of code. My first move wasn’t to learn programming. It was to find an AI that could write it for me. First Stop: A Basic Chatbot I started with a basic Chinese AI assistant. Low barrier, good Chinese, answered everything. I asked how to build a quant system and got a response that sounded complete and logical. ...

March 10, 2026 Â· 3 min

How to Create Your Bybit API Key and Connect It to Your Server

The bridge between your exchange account and your trading system — set up in minutes. You have a Bybit account. You have a server. Now you need them to talk to each other. An API Key is how that happens. Your program uses it to place orders, check positions, and read market data — without ever touching the withdrawal function. Step 1: Open API Management Log in to Bybit → Profile icon (top right) → Account & Security → API Management → Create New Key → System-generated API Key ...

March 9, 2026 Â· 3 min

How to Connect to Your Google Cloud Server: Complete Beginner Guide

Two ways to connect to your Google Cloud VM — the easy way first, then the right way. Most beginners get stuck here. Not because it’s hard. Because nobody explains every step clearly. This guide gives you two paths: start with the easy one, move to the better one when you’re ready. Step 1: Create a Google Cloud Account Go to cloud.google.com. Sign in with your Google account. Click “Start free”. Add a credit card — you won’t be charged immediately. It’s identity verification only. ...

March 9, 2026 Â· 4 min

Ready to Trade Smarter? Start Here.

The exchange I’ve used for years. And why it took me this long to recommend it. For a long time, I wouldn’t recommend anyone to trade crypto. Not because the market is bad. Because I was. Emotional decisions. High leverage. No system. I lost money for years — and I knew that recommending someone to join would just put them on the same path I was on. That changed when I stopped trading with instincts and started trading with algorithms. ...

March 9, 2026 Â· 2 min

It Took Me 50 Days. It Should Take You 3.

Every mistake I made building an AI quant system from scratch — so you don’t have to. January 20, 2026. I started from zero. Couldn’t write a single line of code. I just knew one thing: I was done letting humanity make my trading decisions. Step 1: The Server Asked AI where to start. Chose Google Cloud, Singapore region. Bought an instance. Opened ports. Set up SSH. The first time I connected from my phone, I felt like I’d come a long way. ...

March 9, 2026 Â· 3 min