AI工具

When accessing Claude or ChatGPT through proxy nodes, you might run into these issues: CAPTCHA prompts repeatedly on login Your account flagged for “unusual activity” Certain features silently restricted API calls are unstable, occasionally returning 403 The root cause of these problems usually isn’t the proxy protocol itself, but rather the quality of the exit IP. IP Quality Categories Internet IP addresses fall into roughly three categories, each with different “trust levels”: ...

Managing multiple VPS means one thing: you need to check their status every single day. Disk filling up, services crashing, memory spiking—catch these early or they become production incidents. This post covers a practical solution: Python script SSH’s into each server, collects metrics → Gemini CLI analyzes for anomalies → Telegram Bot sends a daily report. ...

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. ...

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 ...

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. ...

Slow typing has long been my productivity bottleneck. Writing articles, replying to emails, capturing ideas — it’s not that my brain can’t keep up, it’s my fingers can’t. Until I started using Typeless. What is Typeless Typeless is an AI-powered voice input tool that supports macOS, Windows, iOS, and Android. The core idea is simple: you speak, it writes. Unlike clunky speech recognition from a decade ago, Typeless layers AI on top: ...

Speech recognition technology itself is already mature, but the real reason it falls short in practice isn’t accuracy—it’s that the transcribed text isn’t immediately usable. Typeless positions itself as an AI layer on top of speech recognition, making the output directly practical. This post breaks down several of its core features. Auto-cleanup: removing filler words and redundant expressions This is Typeless’s most fundamental and practical feature. ...

Most people have tried voice input and given it up—what comes out is a jumbled mess, takes time to clean up, and ends up slower anyway. That’s the old voice recognition problem. Typeless adds an AI layer on top of transcription to polish it, which basically solves it. From using it, three scenarios stand out. Scenario One: Drafting Technical Articles The most time-consuming part of writing technical articles isn’t typing—it’s the “from idea to first draft” phase. You have the structure in your head, but translating it into words hits a wall. You keep deleting and rewriting, and the whole thing just slows down. ...