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

美团技术团队
W
WeLiveSecurity
Stack Overflow Blog
Stack Overflow Blog
L
LangChain Blog
S
SegmentFault 最新的问题
Apple Machine Learning Research
Apple Machine Learning Research
Google DeepMind News
Google DeepMind News
F
Full Disclosure
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
The Register - Security
The Register - Security
G
Google Developers Blog
C
Check Point Blog
GbyAI
GbyAI
A
About on SuperTechFans
V
Vulnerabilities – Threatpost
T
The Blog of Author Tim Ferriss
T
Tor Project blog
AWS News Blog
AWS News Blog
Cyberwarzone
Cyberwarzone
C
CERT Recently Published Vulnerability Notes
MongoDB | Blog
MongoDB | Blog
Latest news
Latest news
aimingoo的专栏
aimingoo的专栏
U
Unit 42
Y
Y Combinator Blog
P
Privacy International News Feed
Cisco Talos Blog
Cisco Talos Blog
S
Securelist
S
Schneier on Security
雷峰网
雷峰网
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
Attack and Defense Labs
Attack and Defense Labs
P
Proofpoint News Feed
C
Cisco Blogs
Webroot Blog
Webroot Blog
T
Troy Hunt's Blog
Google Online Security Blog
Google Online Security Blog
月光博客
月光博客
P
Privacy & Cybersecurity Law Blog
Security Archives - TechRepublic
Security Archives - TechRepublic
罗磊的独立博客
Cloudbric
Cloudbric
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
Recent Commits to openclaw:main
Recent Commits to openclaw:main
Application and Cybersecurity Blog
Application and Cybersecurity Blog
Hacker News: Ask HN
Hacker News: Ask HN
H
Hackread – Cybersecurity News, Data Breaches, AI and More
博客园 - 司徒正美
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Microsoft Security Blog
Microsoft Security Blog

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
How Does Duolingo Monetize? I Decompiled the Android App (v6.79.5)
orange black · 2026-05-26 · via DEV Community

orange black

I wanted to know how Duolingo makes money on Android -- ads vs Super subscription, which SDKs they use, and how aggressive the free tier is. So I decompiled Duolingo 6.79.5 (164 MB APK, 11 DEX files, 242 activities).

TL;DR

  • IronSource mediation sits at the center -- Unity Ads, Vungle, Moloco, AdMob, Facebook, and Pangle all plug in around it
  • Facebook Audience Network ships as a 5 MB hidden DEX in assets (same trick as CamScanner)
  • 7+ ad networks for free users; Google Play Billing for Super/Plus (no RevenueCat found)
  • Kotlin + Jetpack Compose for the main app; Unity for some game modules (chess, etc.)
  • Staging APIs (android-api-stage, goals-api-stage-*) are hardcoded in the production build
  • Adjust + Sentry (+ Firebase) for attribution and crashes

How Duolingo Makes Money

Subscriptions (Super / Plus)

Duolingo uses Google Play Billing directly -- ProxyBillingActivity, PlusPurchaseFlowActivity, strings for gems and family plans. Deep links hit duolingo.com/settings/super.

I did not find RevenueCat or Superwall in the DEX. Subscription logic appears first-party on top of Google's billing library.

Ads (free tier)

Free users hit a mediation-heavy stack:

Network Role
IronSource Mediation hub (most SDK surface area)
Unity Ads Mediated demand + game ad units
Google AdMob Google demand, MRAID native templates
Facebook AN Hidden audience_network.dex
Pangle (TikTok) Rewarded, interstitial, app open
Vungle Video
Moloco Programmatic / MRAID / VAST

Duolingo-owned ad screens include CustomNativeAdActivity, FullscreenNetworkNativeAdActivity, and PlusPromoVideoActivity -- ads show up at session end and league flows, not random webviews.

The hidden Facebook DEX (again)

assets/audience_network.dex  ~5 MB

Enter fullscreen mode Exit fullscreen mode

Meta's SDK is not fully embedded in the main multidex load. It is loaded from assets when needed -- a common pattern to protect cold start on huge apps.

Tech Stack (what they built with)

Layer Choice
UI Kotlin + Jetpack Compose (thousands of references)
Games Unity (UnityActivity, chess promo assets)
Network OkHttp, Retrofit
Media ExoPlayer, Lottie, Rive
Attribution Adjust
Crashes Sentry (duolingo-sentry.sentry.io) + Firebase
Support Zendesk

Min SDK 29 -- they have dropped pre-Android 10 devices.

Staging servers in production

Same class of mistake as other big apps:

  • android-api-stage.duolingo.com
  • goals-api-stage.duolingo.com (+ stage-2, stage-3)
  • infra-edge-gateway-stage-cf.duolingo.com

Useful if you are researching API behavior; risky if those hosts expose looser auth.

Duolingo vs CamScanner (quick compare)

I decompiled CamScanner earlier:

CamScanner Duolingo
Mediation lead AdMob + PubMatic bidding IronSource + Unity
UI Native + Flutter Compose + Unity games
Ad networks 6 7+
Hidden Meta DEX Yes Yes

Education apps and utility apps converge on the same playbook: many networks, one mediator, lazy-load Meta.

What I left out of this post

The full report includes 60+ first-party API hosts, complete permission breakdown, schools/DET endpoints, and module-level Activity mapping. This post is the highlights.


I run AppXray -- send any Google Play link, get a full reverse-engineering report (PDF + Markdown) in ~2 hours. $29 for one app, $19/app for batches.

Free samples: CamScanner teardown


Questions about Duolingo's stack? Comment below.