Posts

Over the past year, I’ve run into a recurring problem with AI tools: airport shared node IPs get flagged by AI platforms, triggering verification requests, feature restrictions, or even account bans. The root cause is simple—these IPs have been used by too many people, and the platform’s risk control system treats them as “abnormal traffic.” The solution: use residential IPs as your exit point. Residential IPs come from real home broadband connections, so to platforms they look like ordinary users—much higher approval rates. ...

This is the follow-up to the OpenClaw Getting Started Guide, assuming you’ve already installed OpenClaw and gotten basic Telegram interactions working. This covers the advanced techniques you’ll want once you’re actually using it in production. Multi-Agent Task Division OpenClaw lets you configure multiple Agents in the same Telegram group, each handling a different domain. This is probably the most underrated feature. ...

GitHub Copilot (especially when used through the Claude Code + Copilot channel) has monthly request limits. OpenClaw supports multiple concurrent agents, making it easy to burn through your quota without realizing it. This article rounds up 8 practical tips to help you manage your usage more effectively and reduce waste. 1. Track Your Current Copilot Usage Method One: GitHub Settings Page ...

Hysteria2 is based on the QUIC protocol (UDP), and is theoretically much faster than TCP-based protocols in high-latency, high-packet-loss networks. However, many people find speeds are mediocre after deployment—usually because bandwidth parameters aren’t configured correctly or the right congestion control algorithm isn’t selected. This article focuses on tuning. It assumes you’ve already got the basic deployment working (see Hysteria2 Setup Guide) and now want to maximize your speeds. ...

Google One AI Premium is Google’s bundled AI subscription at $19.99/month. It packages three main offerings: Gemini Advanced: Google’s most powerful AI model (Gemini 1.5 Pro/Ultra tier), with unlimited usage 2TB Google Cloud Storage: Covers Google Drive, Gmail, and Google Photos NotebookLM Plus: Google’s AI note-taking and knowledge base tool, Plus version with no usage limits If you already need high-capacity Google cloud storage, the AI features are essentially a free add-on. ...

OpenAI released Codex CLI in early 2025—a tool that lets you write code, edit files, and run commands directly in your terminal using AI. Unlike ChatGPT on the web, Codex CLI’s core strength is directly manipulating your local filesystem, so AI actually gets work done instead of just handing you snippets to paste. This guide covers the complete setup from installation to your first task, taking about 10 minutes. ...

💡 Domestic note: Binance’s official site isn’t directly accessible from mainland China—you’ll need a VPN or similar network tool. Fiat deposits don’t support bank cards directly; most funding happens through C2C (USDT↔CNY) channels instead. In futures trading, the difference between a profitable strategy and a losing one often isn’t about whether your signals are right—it’s about whether you’re actually implementing risk management. ...

💡 China users: Binance’s official site can’t be accessed directly from mainland China—you’ll need your own networking tools. Fiat deposits don’t support bank cards; the main method is C2C (USDT↔CNY) channels. The Binance API is your gateway to quantitative trading. If you want your strategy to execute automatically—auto buy, auto stop-loss, auto position monitoring—you need the API. ...

AI services like Claude, ChatGPT, and Perplexity are highly sensitive to outbound IP quality. If you route through a standard datacenter VPS proxy, you’ll often hit: Login verification codes Identity re-verification requests Restricted features (Claude Projects, ChatGPT Plus capabilities, etc.) Silent request throttling The reason: these services’ fraud detection identifies IP origins. Datacenter IPs carry the known “proxy traffic” fingerprint; residential IPs don’t. ...

Claude Code got a quiet but important update in 2025: you can now plug in GitHub Copilot Pro+ as a backend. This means you can run Claude Code on a $19/month Copilot Pro+ subscription instead of paying separately for $20/month Claude Pro. But the two channels have stark differences—if you don’t understand them, you’ll hit gotchas. This article breaks down the key distinctions, plus the alias setup I’m using to make switching a one-command operation. ...

Polaris is a quant strategy I’ve been running since late 2024, trading BTC/USDT perpetual futures on Binance, classified as a trend-following strategy. Real-time live performance data is available on the Polaris Live Tracker page. This post covers the strategy’s core logic, live trading results, and risk management framework. Why Trend Following Quant strategies roughly fall into two categories: ...

Running paid VPS like DMIT for proxy nodes is stable but costly. What many don’t know is that Cloudflare Workers comes with 100,000 free requests daily—enough to run a completely free VLESS node as a backup or alternative. It’s worth deploying one for everyone. This guide uses the open-source project edgetunnel, deployable in under 10 minutes. Overview Cloudflare Workers is a JavaScript runtime at CF’s edge nodes. edgetunnel implements the VLESS protocol in a Worker, routing traffic through CF’s CDN network to bypass direct IP identification. ...