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

T
The Exploit Database - CXSecurity.com
F
Fortinet All Blogs
U
Unit 42
F
Full Disclosure
雷峰网
雷峰网
博客园 - 司徒正美
云风的 BLOG
云风的 BLOG
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
T
Tailwind CSS Blog
The Cloudflare Blog
Last Week in AI
Last Week in AI
罗磊的独立博客
D
DataBreaches.Net
C
Check Point Blog
www.infosecurity-magazine.com
www.infosecurity-magazine.com
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
O
OpenAI News
C
CXSECURITY Database RSS Feed - CXSecurity.com
aimingoo的专栏
aimingoo的专栏
S
Security @ Cisco Blogs
大猫的无限游戏
大猫的无限游戏
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
S
SegmentFault 最新的问题
NISL@THU
NISL@THU
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
The Hacker News
The Hacker News
Webroot Blog
Webroot Blog
Security Latest
Security Latest
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Google DeepMind News
Google DeepMind News
酷 壳 – CoolShell
酷 壳 – CoolShell
N
News | PayPal Newsroom
P
Proofpoint News Feed
B
Blog RSS Feed
MongoDB | Blog
MongoDB | Blog
C
Cybersecurity and Infrastructure Security Agency CISA
N
News and Events Feed by Topic
Google Online Security Blog
Google Online Security Blog
H
Help Net Security
Spread Privacy
Spread Privacy
T
Threat Research - Cisco Blogs
GbyAI
GbyAI
I
Intezer
Application and Cybersecurity Blog
Application and Cybersecurity Blog
M
MIT News - Artificial intelligence
Vercel News
Vercel News
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
IT之家
IT之家
MyScale Blog
MyScale Blog
腾讯CDC

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 Chrome Extension to Sync AI Studio System Instructions. Here's Why chrome.storage.sync Couldn't Do It
Muhammad Ahs · 2026-05-11 · via DEV Community

I use Google AI Studio on three machines. My laptop, my desktop, and occasionally a work machine.

Every time I switched devices, my system instructions weren't there. I'd carefully crafted a "Software Architect" prompt, a "Posts & Content" persona, a "YT Expert" context — and they existed on exactly one device. The others were blank.

Chrome sync handles bookmarks, passwords, even open tabs. Why not this?

The Obvious Solution That Doesn't Work

chrome.storage.sync looks like exactly the right tool. It's built into Chrome, it syncs across devices on the same Google account, and it has a reasonable quota.

There's one catch: Chrome only syncs extension storage for extensions installed from the Chrome Web Store.

Sideloaded extensions — installed via Developer Mode from a local folder — get a randomly generated ID on each device. Different ID = different sync namespace. Your data never overlaps, even with the same Google account signed in.

I spent longer than I'd like to admit trying to work around this with a pinned manifest key field before realizing the real problem: chrome.storage.sync simply wasn't designed for this use case.

The Actual Solution: Google Drive AppData

Every Google account has a hidden Drive folder called AppData. It's invisible in the Drive UI, private to the app that created it, and accessible via the drive.appdata OAuth scope. Crucially — it works identically for sideloaded and Web Store installs, because it's keyed to your Google account, not your extension ID.

This became the sync backend.

The architecture looks like this:

  • localStorage observer (injected into AI Studio) detects saves
  • Content script relays changes to the service worker
  • Service worker owns all merge logic and Drive I/O
  • Single JSON file in Drive AppData stores the full instruction registry

Component Layers

The Sync Design

A few decisions that made this work correctly:

UUID identity, not title identity. Each instruction gets a UUID on first save. Renames update the existing record — they don't create a new item. This prevents duplicate detection from breaking when a user renames something.

Tombstone-priority merge. Deletes are soft — a deletedAt timestamp is set rather than removing the record. When merging two registries, a delete wins over a live item when deletedAt > updatedAt. Without this, a stale live copy on device B would silently resurrect something deliberately deleted on device A.

Single batched Drive write per flush cycle. All pending changes accumulate in chrome.storage.local and are written to Drive in one read-modify-write call per alarm tick. Looping per-item would exhaust Drive API rate limits quickly and creates race conditions.

Push flow

Merge on pull, not replace. When device B polls Drive and finds new data, it snapshots its local state first, then merges remote into local. Items that exist locally but haven't flushed to Drive yet survive the pull instead of being clobbered.

Pull flow

Bootstrap union merge. On first install, the extension polls Drive before reading local state. This ensures a new device doesn't overwrite instructions already in Drive from another device.

Bootstrap flow

30-Second Polling

Drive AppData has no webhooks or push notifications. Each device polls every 30 seconds, comparing the Drive file's modifiedTime against the cached value. No change = no download. An edit on device A reaches device B in 30–60 seconds depending on alarm timing.

Not instant, but good enough for the use case.

Zero Infrastructure

There's no backend server. No telemetry. No third-party calls. The extension's test suite includes a static scan that fails the build if fetch() appears in any file other than drive-client.ts.

Your instruction data lives in your own Google Drive. The drive.appdata scope gives the extension access to its own private folder only — it cannot read, modify, or touch any other file in your Drive.

Try It

Chrome Web Store: https://chromewebstore.google.com/detail/opabdodcpedljaecmdjeggiojpbcopog

GitHub (MIT): https://github.com/AhsanAyaz/chrome-extension-aistudio-sysinstructions

First sync requires one manual Push Now or Pull Now to trigger the OAuth consent screen. Background sync is automatic after that.

If you've run into the same problem — or solved it differently — I'd love to hear about it in the comments.