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

Google DeepMind News
Google DeepMind News
人人都是产品经理
人人都是产品经理
H
Hacker News: Front Page
Stack Overflow Blog
Stack Overflow Blog
B
Blog
I
InfoQ
GbyAI
GbyAI
T
The Blog of Author Tim Ferriss
F
Fortinet All Blogs
Y
Y Combinator Blog
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
月光博客
月光博客
Hugging Face - Blog
Hugging Face - Blog
爱范儿
爱范儿
F
Full Disclosure
Hacker News - Newest:
Hacker News - Newest: "LLM"
Recent Announcements
Recent Announcements
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Jina AI
Jina AI
T
Tailwind CSS Blog
S
Secure Thoughts
P
Privacy International News Feed
美团技术团队
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
L
LINUX DO - 最新话题
H
Hackread – Cybersecurity News, Data Breaches, AI and More
C
Cybersecurity and Infrastructure Security Agency CISA
Last Week in AI
Last Week in AI
W
WeLiveSecurity
Google Online Security Blog
Google Online Security Blog
P
Privacy & Cybersecurity Law Blog
D
DataBreaches.Net
Engineering at Meta
Engineering at Meta
Know Your Adversary
Know Your Adversary
P
Palo Alto Networks Blog
I
Intezer
Application and Cybersecurity Blog
Application and Cybersecurity Blog
Project Zero
Project Zero
V2EX - 技术
V2EX - 技术
H
Heimdal Security Blog
博客园 - Franky
阮一峰的网络日志
阮一峰的网络日志
D
Darknet – Hacking Tools, Hacker News & Cyber Security
T
Troy Hunt's Blog
V
Vulnerabilities – Threatpost
H
Help Net Security
Martin Fowler
Martin Fowler
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
G
GRAHAM CLULEY
博客园 - 【当耐特】

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 a Clipboard History Extension. chrome.storage Hit Its Limit. Here's What I Learned.
SHOTA · 2026-06-18 · via DEV Community

SHOTA

I built ClipStack to capture and search clipboard history across browser tabs. It worked fine for the first week. Then users with heavy workflows started reporting that their oldest entries were silently disappearing — not on crash, not on refresh, just gone. The extension was eating its own history.

The culprit was chrome.storage.local's 10MB ceiling. Here's how I migrated to IndexedDB, what broke in the process, and what I'd do differently.

The Problem: chrome.storage.local Is Not a Database

chrome.storage.local is convenient — it's synchronous-ish, it syncs changes via listeners, and it requires no setup. But it has two hard limits that matter for a clipboard manager:

  • 10MB total (default) across all keys
  • 8KB per value for chrome.storage.sync (even tighter if you ever need cross-device sync)

For text-only entries, 10MB sounds generous. But clipboard managers often capture:

  • Rich text (HTML + plain text = 2× storage per entry)
  • Base64-encoded images (a single screenshot = 1-3MB)
  • Code blocks with syntax metadata

ClipStack users who copy-paste images or work with long JSON payloads were filling 10MB in under 100 entries. The extension silently dropped the oldest entries to make room — no error, no warning, just vanishing history.

Why IndexedDB

IndexedDB has no practical per-database size limit beyond available disk. Chrome's quota system allocates a percentage of available disk space (typically 60%), which means a device with 100GB free can store 60GB of IndexedDB data. Even for the most clipboard-heavy user, that's irrelevant headroom.

Other advantages that mattered for ClipStack:

  • Cursor-based iteration: I can page through 10,000 entries without loading them all into memory
  • Indices: I added an index on timestamp and content_hash for fast dedup lookup
  • Structured data: Store entries as objects, not JSON-serialized strings

The downside: IndexedDB is callback-based and verbose. I wrapped it in a Promise utility layer to keep the rest of the codebase clean.

The Migration: One-Time on Update

When ClipStack updates from the old version (storage.local) to the new one (IndexedDB), users have existing history. Throwing it away would be a terrible first impression of the upgrade.

The migration runs once on chrome.runtime.onInstalled with reason === 'update':

chrome.runtime.onInstalled.addListener(async ({ reason }) => {
  if (reason !== 'update') return;

  const migrated = await getFlag('idb_migrated');
  if (migrated) return;

  await migrateStorageToIndexedDB();
  await setFlag('idb_migrated', true);
});

The migration reads all entries from storage.local, writes them to IndexedDB in batches, then clears storage.local:

async function migrateStorageToIndexedDB(): Promise<void> {
  const data = await chrome.storage.local.get(null);
  const entries = Object.entries(data)
    .filter(([key]) => key.startsWith('clip_'))
    .map(([_, val]) => val as ClipEntry);

  if (entries.length === 0) return;

  const db = await openDB();
  const tx = db.transaction('clips', 'readwrite');
  const store = tx.objectStore('clips');

  for (const entry of entries) {
    store.put(entry); // Non-blocking within transaction
  }

  await new Promise<void>((resolve, reject) => {
    tx.oncomplete = () => resolve();
    tx.onerror = () => reject(tx.error);
  });

  // Only clear after transaction commits
  await chrome.storage.local.remove(
    entries.map(e => `clip_${e.id}`)
  );
}

The key ordering here: don't remove from storage.local until the IndexedDB transaction commits. If the service worker is killed mid-migration (which can happen in MV3), the old data is still there on next wake.

Service Worker Termination: The Real Challenge

MV3 service workers can be terminated at any time — after 30 seconds of inactivity, when Chrome is under memory pressure, or seemingly at random during development. This creates a problem that doesn't exist in MV2 background pages.

An IndexedDB transaction that hasn't committed yet gets abandoned when the SW dies. Unlike chrome.storage where writes are atomic, IndexedDB writes inside an uncommitted transaction are invisible to readers.

My first version had a bug: I was opening a transaction, writing to it, and awaiting a series of Promises — but if the SW was killed between writes, the transaction would roll back. The entry was "written" from the code's perspective but never visible to readers.

The fix: keep transactions short and commit them immediately after the write:

async function saveClip(entry: ClipEntry): Promise<void> {
  const db = await openDB();

  // One entry = one transaction. Don't batch unless you handle rollback.
  return new Promise((resolve, reject) => {
    const tx = db.transaction('clips', 'readwrite');
    const req = tx.objectStore('clips').put(entry);

    req.onsuccess = () => {};
    tx.oncomplete = () => resolve();
    tx.onerror = () => reject(tx.error);
    tx.onabort = () => reject(new Error('Transaction aborted'));
  });
}

One transaction per entry write. This is slightly less efficient than batching, but it means each write either fully commits or fails cleanly — no half-written state.

Content Dedup With a Hash Index

ClipStack captures clipboard changes via navigator.clipboard.readText() on a polling interval. Without deduplication, copying the same text twice creates two identical entries.

The dedup check needs to be fast — it runs on every clipboard change. I added a content_hash index to the IndexedDB schema:

function upgradeDB(db: IDBDatabase): void {
  const store = db.createObjectStore('clips', { keyPath: 'id' });
  store.createIndex('by_timestamp', 'timestamp', { unique: false });
  store.createIndex('by_hash', 'content_hash', { unique: false });
}

The dedup lookup uses the index to find the most recent entry with the same hash before inserting:

async function isDuplicate(hash: string, windowMs = 5000): Promise<boolean> {
  const db = await openDB();
  const cutoff = Date.now() - windowMs;

  return new Promise((resolve, reject) => {
    const tx = db.transaction('clips', 'readonly');
    const index = tx.objectStore('clips').index('by_hash');
    const range = IDBKeyRange.only(hash);
    const req = index.openCursor(range, 'prev'); // Latest first

    req.onsuccess = () => {
      const cursor = req.result;
      if (!cursor) { resolve(false); return; }
      resolve(cursor.value.timestamp > cutoff);
    };
    req.onerror = () => reject(req.error);
  });
}

The 5-second window avoids treating rapid copy→paste→copy of the same text as a dedup case when the user genuinely wants two separate entries.

Lessons

Don't use chrome.storage.local for unbounded data. It's fine for settings, flags, and small amounts of user-specific state. As soon as the data can grow without a known upper bound, move to IndexedDB from the start.

MV3 SW termination is real. During development the SW stays alive because of DevTools being open. In production, it dies constantly. Any code that holds state across async calls (open transaction + await + more writes) will silently fail on a real user's machine.

One transaction per write is the safe default. Batch writes only after you've proven the performance cost justifies the complexity and you've handled rollback.

Migrate data before removing the old store. Commit to IndexedDB → verify → then clear storage.local. Reversing this order means any interruption results in data loss.

ClipStack is live on the Chrome Web Store — clipboard history that doesn't silently eat itself.

Clipboard Manager & Text Snippets — ClipStack - Chrome Web Store

Auto-save clipboard history, search with Fuse.js, pin clips. Recopy in one click. Free: 20... | Not affiliated with Anthropic, PBC.

favicon chromewebstore.google.com

What storage approach are you using for unbounded extension data? Curious if anyone's tried Cache API as an alternative to IndexedDB.


Built with WXT + TypeScript. IndexedDB wrapper with Promise utilities.