惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Security Archives - TechRepublic
Security Archives - TechRepublic
Project Zero
Project Zero
K
Kaspersky official blog
G
Google Developers Blog
T
Threat Research - Cisco Blogs
T
The Blog of Author Tim Ferriss
Cyberwarzone
Cyberwarzone
Y
Y Combinator Blog
Recorded Future
Recorded Future
Blog — PlanetScale
Blog — PlanetScale
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Cisco Talos Blog
Cisco Talos Blog
Latest news
Latest news
Microsoft Security Blog
Microsoft Security Blog
H
Help Net Security
S
Schneier on Security
P
Palo Alto Networks Blog
H
Hacker News: Front Page
N
News and Events Feed by Topic
N
Netflix TechBlog - Medium
博客园 - Franky
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
SecWiki News
SecWiki News
Cloudbric
Cloudbric
TaoSecurity Blog
TaoSecurity Blog
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
The Hacker News
The Hacker News
C
Check Point Blog
L
LangChain Blog
腾讯CDC
小众软件
小众软件
T
Tenable Blog
Google DeepMind News
Google DeepMind News
GbyAI
GbyAI
L
LINUX DO - 最新话题
A
About on SuperTechFans
Google Online Security Blog
Google Online Security Blog
C
Cisco Blogs
Recent Announcements
Recent Announcements
Hacker News: Ask HN
Hacker News: Ask HN
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Vercel News
Vercel News
雷峰网
雷峰网
美团技术团队
D
DataBreaches.Net
Martin Fowler
Martin Fowler
Help Net Security
Help Net Security
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
F
Full Disclosure
博客园_首页

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
I built 5 free VPN diagnostic tools — here's what most online testers miss
ricco020 · 2026-06-03 · via DEV Community

ricco020

TL;DR

I built and published 5 free VPN diagnostic tools on AnonymFlow. The methodology behind them — what they measure, why it matters, what other "VPN testers" miss — is below. All measurements happen 100% in your browser; nothing is logged on a server.

→ Try them: anonymflow.com/en/tools

The 5 tools and what they check

Tool What it measures Why it matters
My IP Public IPv4 + IPv6 + ASN + geolocation accuracy Confirms which exit a website actually sees
DNS leak test Resolver IP via OpenDNS echo trick + 20 random subdomains Detects round-robin smart-DNS bypasses that standard tests miss
WebRTC leak test STUN-derived public/local/mDNS IPs Catches the 6-month silent leak ~70% of VPN users have without knowing
VPN speed test Browser-to-server iperf-like measurement Real-world bandwidth in your actual conditions, not a marketing claim
Geo-blocking probe Detected country from HTTP headers + IP geolocation Reveals what catalog Netflix/Disney/BBC will show you

Why most "VPN testers" are broken

Most online VPN leak testers do one DNS lookup against a domain they control. If you happen to use the same resolver, false positive. If you use DoH, false negative.

The fix is the extended DNS leak protocol I document here:

  1. Generate 20 random subdomains (32-char nonces).
  2. Query each domain through the user's browser.
  3. Log which resolver answered each query (server-side, with the user's nonce).
  4. Cross-reference: if all 20 queries answered from the VPN provider's DNS infrastructure → no leak. If even one query came from a different ASN → leak.

This is the only way to detect:

  • Smart DNS that forwards some queries to the ISP (~15% of consumer VPNs do this for streaming compatibility)
  • DoH bypasses that resolve through Cloudflare/Google directly, ignoring the VPN tunnel
  • OS-level resolvers (systemd-resolved, Android's connectivity service) that bypass the VPN's DNS

The WebRTC leak you probably have

WebRTC has three leak vectors, and most browser extensions only fix one:

  1. Public IP via STUNRTCPeerConnection.createOffer() triggers STUN binding requests that can bypass VPN routing.
  2. Local IP — reveals your LAN topology even with VPN active.
  3. mDNS IP — Chromium tries to mitigate #2 by reporting .local mDNS hostnames, but those hostnames are themselves a fingerprinting vector.

uBlock Origin's "Disable WebRTC" toggle fixes #1 and #2. It does not fix #3 on Chromium browsers — and Chromium ~70% market share means most "VPN-protected" users still leak via mDNS.

What I built differently

The AnonymFlow tools run 100% client-side (no server-side logging, no tracking pixels, no analytics IDs). The DNS leak test does require a server (to log which resolver hit which nonce) but the log is rotated every 24h and never tied to a user account.

Source code: all available on GitHub (webrtc-leak-detector npm, dns-leak-detector-cli).

The deeper "why this matters" question

VPN providers love performative trust signals: "no-logs audited", "anonymous payment", "based in Panama". These are real, but they're 3% of the picture.

The other 97%:

  • The browser you use leaks more than the VPN exit.
  • The OS resolves DNS in ways the VPN client doesn't always intercept.
  • The WebRTC API is older than the modern VPN industry and was never designed for privacy.

A 5-minute diagnostic on your own setup tells you more than a 50-page audit report about a VPN provider you've never met.

Reproduce / contribute

If you find a leak vector my tools miss, open an issue on GitHub. If you want to integrate the methodology into your own audit, the VPN leak audit protocol is documented in 12 steps with reproducible criteria.


This is the dev-focused condensation. The 5 tools themselves are at anonymflow.com/en/diagnostic-tools — no signup, no ads, no logs.