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

cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
Hacker News - Newest:
Hacker News - Newest: "LLM"
S
Security Affairs
PCI Perspectives
PCI Perspectives
Google Online Security Blog
Google Online Security Blog
W
WeLiveSecurity
www.infosecurity-magazine.com
www.infosecurity-magazine.com
Recent Commits to openclaw:main
Recent Commits to openclaw:main
P
Privacy & Cybersecurity Law Blog
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
S
Security @ Cisco Blogs
Security Archives - TechRepublic
Security Archives - TechRepublic
Cyberwarzone
Cyberwarzone
L
Lohrmann on Cybersecurity
TaoSecurity Blog
TaoSecurity Blog
V
Visual Studio Blog
博客园 - 聂微东
Scott Helme
Scott Helme
博客园 - 【当耐特】
K
Kaspersky official blog
Security Latest
Security Latest
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
MyScale Blog
MyScale Blog
Schneier on Security
Schneier on Security
WordPress大学
WordPress大学
博客园 - 叶小钗
C
Check Point Blog
V2EX - 技术
V2EX - 技术
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
博客园 - Franky
T
Tor Project blog
Apple Machine Learning Research
Apple Machine Learning Research
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
腾讯CDC
雷峰网
雷峰网
博客园_首页
美团技术团队
Y
Y Combinator Blog
C
CERT Recently Published Vulnerability Notes
AWS News Blog
AWS News Blog
月光博客
月光博客
N
Netflix TechBlog - Medium
Last Week in AI
Last Week in AI
Recent Announcements
Recent Announcements
Google DeepMind News
Google DeepMind News
Help Net Security
Help Net Security
P
Proofpoint News Feed
MongoDB | Blog
MongoDB | Blog
C
Cybersecurity and Infrastructure Security Agency CISA

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 Two Silent Bugs Locked Every User Out of Production
Dinushi Dhananjani ♥️ 🇱🇰 · 2026-06-15 · via DEV Community

A Cloud Run + Firebase App Check CORS postmortem


Users couldn't log in.

No crash. No server error. No deployment alarm. Just a wave of CORS failures quietly rolling through production while everything on our end looked completely normal.

This is the story of how two unrelated bugs combined to cause a login outage — and how we found them.


The Symptom

Browser consoles were showing CORS errors on every API request. The classic red line:

Access to fetch at 'https://api.example.com/...' from origin 'https://app.example.com'
has been blocked by CORS policy: No 'Access-Control-Allow-Origin' header is present.

First instinct: something changed in the CORS config. But nothing had changed. The config was identical to the day before, when everything worked fine.

So we started digging deeper.


Root Cause #1 — Cloud Build Was Silently Stripping IAM Permissions

Our production deployment pipeline is handled by Google Cloud Build, deploying to Cloud Run.

Inside cloudbuild-prod.yaml, we had this flag on the deploy step:

'--no-allow-unauthenticated'

This flag tells Cloud Run: "Don't allow unauthenticated invocations." On the surface, that sounds like a sensible security setting. But here's the problem nobody warned us about.

Every time a build failed mid-deploy, this flag actively removed the roles/run.invoker IAM binding from allUsers.

That binding is what allows the public internet to call the service. Without it, every request — including requests from logged-in users — gets rejected at the infrastructure level, before your application code even runs.

So the sequence of events was:

  1. A deploy fails partway through (a fairly normal occurrence)
  2. --no-allow-unauthenticated removes the public invoker binding as part of cleanup
  3. The previous working version of the service is still running — but now it's no longer publicly callable
  4. Users get blocked. The app looks fine on our end. CORS errors show up on theirs.

The fix: Remove --no-allow-unauthenticated from the build config. Manage IAM invoker permissions separately and explicitly, outside of the deploy step, so they can never be accidentally stripped.


Root Cause #2 — Middleware Order Was Killing OPTIONS Requests

Once we fixed the IAM issue, we found a second problem lurking underneath.

Our Express backend uses Firebase App Check to verify that requests come from a legitimate client app. The middleware setup looked roughly like this:

app.use(appCheckMiddleware);  // ← was first
app.use(cors(corsOptions));

Here's why that order is fatal for browser clients.

Before a browser sends a cross-origin request (like a POST or PUT), it first sends a preflight request — an HTTP OPTIONS call to ask the server: "Are you okay with this?" Only if the server responds correctly does the browser send the real request.

App Check middleware was intercepting those OPTIONS preflight requests and rejecting them — because preflight requests don't carry an App Check token. They're sent automatically by the browser; they have no body, no auth header, and no App Check token.

So CORS headers were never set on the preflight response. The browser never got permission to proceed. Every cross-origin request was dead on arrival.

The fix: Move CORS middleware before App Check:

app.use(cors(corsOptions));       // ← CORS first, always
app.use(appCheckMiddleware);      // ← App Check after

Additionally, App Check middleware should explicitly pass through OPTIONS requests:

function appCheckMiddleware(req, res, next) {
  if (req.method === 'OPTIONS') return next(); // let preflight through
  // ... rest of App Check verification
}


Why These Two Bugs Were So Hard to See Together

Each bug on its own would have been straightforward to diagnose. Together, they masked each other in a specific way:

  • The IAM issue meant some requests were failing at the infrastructure level — before reaching the app
  • The middleware issue meant others were failing inside the app — but without clear error messages
  • Both produced the same visible symptom: CORS errors in the browser

When you see CORS errors, your brain immediately goes to "something changed in CORS config." But CORS errors are often a symptom, not the cause. The real cause can be anywhere upstream.


Lessons

1. Middleware order is not cosmetic. It's logic.
The sequence of your middleware defines your request pipeline. A wrong order can silently break entire categories of requests. Document it. Review it deliberately.

2. Always audit what your CI/CD flags are doing to IAM.
Deployment flags that touch IAM bindings should be treated as infrastructure changes, not just deploy options. Understand exactly what each flag does on failure, not just on success.

3. When CORS fails in production, trace the OPTIONS request first.
Open DevTools, find the preflight OPTIONS request, and look at its response. If it's getting a 401, 403, or no CORS headers at all — the problem is upstream of your CORS config.

4. Two unrelated bugs can look like one.
This outage had two root causes with no relationship to each other. Fixing one revealed the other. Don't stop investigating after you find the first issue.


The Takeaway

The scariest production incidents aren't the dramatic ones with stack traces and alarms. They're the quiet ones where everything looks fine on your end — and users are silently blocked on theirs.

CORS errors in particular are notorious for hiding the real problem. Treat them as a starting point, not an answer.


Have you been hit by a similar issue? Drop it in the comments — I'd love to hear how others have navigated CORS and middleware ordering in production.