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

S
Securelist
C
Cybersecurity and Infrastructure Security Agency CISA
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
S
Security Affairs
Hacker News: Ask HN
Hacker News: Ask HN
L
Lohrmann on Cybersecurity
PCI Perspectives
PCI Perspectives
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
C
Cyber Attacks, Cyber Crime and Cyber Security
Recent Commits to openclaw:main
Recent Commits to openclaw:main
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
MyScale Blog
MyScale Blog
月光博客
月光博客
W
WeLiveSecurity
T
Threat Research - Cisco Blogs
Martin Fowler
Martin Fowler
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
Recorded Future
Recorded Future
The GitHub Blog
The GitHub Blog
Webroot Blog
Webroot Blog
Security Archives - TechRepublic
Security Archives - TechRepublic
TaoSecurity Blog
TaoSecurity Blog
P
Proofpoint News Feed
Google DeepMind News
Google DeepMind News
F
Full Disclosure
U
Unit 42
Jina AI
Jina AI
博客园 - 司徒正美
阮一峰的网络日志
阮一峰的网络日志
L
LINUX DO - 最新话题
宝玉的分享
宝玉的分享
大猫的无限游戏
大猫的无限游戏
The Hacker News
The Hacker News
The Last Watchdog
The Last Watchdog
T
Troy Hunt's Blog
腾讯CDC
T
Threatpost
H
Hacker News: Front Page
P
Palo Alto Networks Blog
博客园 - 聂微东
Last Week in AI
Last Week in AI
有赞技术团队
有赞技术团队
Help Net Security
Help Net Security
L
LINUX DO - 热门话题
N
News and Events Feed by Topic
人人都是产品经理
人人都是产品经理
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
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Application and Cybersecurity Blog
Application and Cybersecurity Blog
Spread Privacy
Spread Privacy

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 I built a 12-section Shopify page using only AI agents (and a Cowork audit)
Robert McCullock · 2026-06-01 · via DEV Community

Robert McCullock

I'm a solo founder running a Shopify Basic store at ddsboston.com. I recently shipped a 12-section hub page — the DDS Vibe Academy — without writing a single line of code, uploading a single file, or clicking "save" in the theme editor.

Here's how the pipeline works.

The architecture

The academy hub lives at /pages/dds-vibe-academy. It uses Shopify's OS 2.0 JSON template system: one page.dds-vibe-academy.json file that registers 13 sections in a specific order.

The page has a tab navigation pattern. A sticky nav bar controls 8 content tabs — What's New, Curriculum, Evolution, Archive, Blog Feed, Useful Links, Manifesto, and FAQ. Each tab is a separate Liquid section with its own CSS scope, its own JavaScript, and its own structured data.

The build chain

Claude Opus 4.7 (Anthropic) authored every section file. 12 Liquid sections + 1 JSON template. Approximately 6,400 lines of code across ~500 KB.

Each section follows a strict scoping pattern:

  • CSS namespace: dva-[section-abbreviation]__ (e.g., dva-cm__ for curriculum, dva-fq__ for FAQ)
  • All CSS is scoped under #{{ section_id }} using Liquid's section ID
  • All colors use oklch() — the perceptually uniform color space with baseline browser support since 2024
  • DDS palette tokens defined per-section as CSS custom properties

Google Antigravity deployed every file to Shopify through the Shopify MCP (Model Context Protocol). Antigravity runs Claude Opus 4.6 as its agent model inside Google's agentic IDE. The deploy flow:

  1. Read the local .liquid file
  2. Push to Shopify's theme asset API via MCP
  3. Repeat for all 14 files (12 sections + 1 template + 1 OG image)

No CLI. No Shopify admin. No manual steps.

Cowork (Anthropic) ran an autonomous browser audit after the initial deploy. It navigated every tab, checked every link, resized viewports, and produced a findings report. Results: 30 broken URLs identified, a z-index collision on the sticky navigation, and 3 schema corrections needed. All fixes were applied in a second deploy cycle — again, by AI agents, not by hand.

What the page does

The curriculum tab renders the DVA Atlas Grid—a scalable, 2-axis responsive CSS Grid with client-side filtering. Users can group the 49 nodes by Ring (Foundation → Development → Application → Mastery) or Lane (the 10-lane taxonomy including Claude, Gemini, Antigravity, etc.).

The FAQ tab has 14 entries with FAQPage JSON-LD schema, <details>/<summary> native accordion with interpolate-size: allow-keywords for smooth height animation, and a debounced search filter.

The Useful Links tab catalogs 93 verified external tools across 12 categories with multi-select filter chips, container queries for responsive grid, and View Transitions API on filter changes.

There's a Build Manifest section between the hero and tab nav that serves as a deployment receipt — it names every AI agent, what each one did, and includes CreativeWork structured data for AI search visibility.

The methodology

I call it DDS Vibe Coding. Five pillars:

  1. Constraint-first design — define what the system should do; the model figures out how
  2. Progressive disclosure — ship the simplest version, add complexity only when earned
  3. Deterministic rails — CSS scoping, naming conventions, and schema rules that prevent drift
  4. Context hygiene — keep the model's context window clean; one section per conversation
  5. Sovereign fallback — every workflow must have a path that doesn't depend on someone else's uptime

What I learned

The biggest surprise: the audit step matters more than the authoring step. Claude 4.7 wrote clean code. But Cowork found things no human code review would catch — like 30 broken URLs that had accumulated across classes over months, and a z-index collision between the sticky nav and anchor-positioned popovers.

The second surprise: the deploy pipeline is the leverage point. Once you have Shopify MCP as a write channel, the bottleneck shifts entirely to design decisions. The agents can ship faster than I can decide what to ship.

This Week's 12 New Masterclasses

To cap this off, we just expanded the academy to 49 classes by shipping 12 new masterclasses this week covering:

  1. Vibe Coding Foundation (Classes 1-6)
  2. Sovereign RAG (Class 27)
  3. Homepage Upgrade Masterclass (Class 31)
  4. MCP Server Forge (Class 38)
  5. SEO Magnet V2 (Class 39)
  6. Frontier Models (Classes 48 and 49: Gemini 3.5 Flash and Claude Opus 4.8)

The 7-principle manifesto is fully updated and documented on the hub as well.

Try it

The academy is free, no signup: https://ddsboston.com/pages/dds-vibe-academy?utm_source=devto&utm_medium=crosspost&utm_campaign=may_blitz

49 classes. 93 curated tool links. 16 FAQ entries. Updated Monday-Friday via a sister blog. All built by AI agents under architectural direction.