Quant Trading

Binance API security configuration: A complete guide to preventing theft in quantitative trading

💡 Mainland China Notice: Binance.com isn’t directly accessible from mainland China; you’ll need a VPN or network tool. Fiat on-ramps don’t support bank cards directly; the primary route is C2C (USDT↔CNY) trading. One of the biggest risks in live quant trading isn’t strategy losses—it’s a leaked API Key leading to account theft. Accidentally pushing your key to GitHub, a VPS getting compromised, or logs being exposed can wipe your account clean instantly. Any single mistake can be catastrophic. ...

Orchestrating quantitative trading with OpenClaw: from signal computation to Telegram notifications

You’ve bought a VPS and written quant strategy code, but how do you get it to “run automatically” and “tell you what’s happening at any moment”? That’s where most people get stuck. I solved this with OpenClaw. What is OpenClaw Simply put: a framework that lets AI assistants call various tools. Its core capabilities are: Provides CLI tools (openclaw message send) to send Telegram/Discord messages from any script Has a Skill system to equip AI with various capabilities (GitHub, Notion, weather, custom scripts) Supports cron scheduled tasks and remote triggering For quant trading, the most useful part is message push notifications. ...

Writing quantitative strategies with Claude: The complete process from zero to signal delivery

Writing Quant Strategies with Claude Building quant strategies has a high barrier to entry: you need to understand trading logic and write code. Claude cuts that barrier in half — you just need to know the trading logic, and it handles the code part. This article documents my process of building a complete quantitative signal system from scratch with Claude. ...

Pionex vs Binance Grid Trading Comparison: Which is More Suitable for You

⚠️ Registration Requirements: Pionex doesn’t support mainland China ID cards for KYC verification. You’ll need a valid ID from Taiwan, Singapore, Malaysia, the US, or similar jurisdictions. See Pionex’s official restricted regions notice. Grid trading looks the same on the surface, but the differences between Pionex and Binance are bigger than most people realize. I use both, so here’s my breakdown of how to choose. ...

Pionex Grid Robot in Practice: Parameter Setup, Risk Management, and the Pitfalls I've Encountered

⚠️ KYC Requirements: Pionex doesn’t support KYC verification with mainland China IDs. You’ll need a valid ID from Taiwan, Singapore, Malaysia, the US, or similar regions. See Pionex’s official regional restrictions. Grid trading is the longest-running quant strategy I’ve deployed—simple but effective. This article shares my real experience running grid trading on Pionex. It’s not about getting rich overnight, but how to steadily let automated trading help you profit from market oscillations. ...