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

Stack Overflow Blog
Stack Overflow Blog
酷 壳 – CoolShell
酷 壳 – CoolShell
P
Proofpoint News Feed
Apple Machine Learning Research
Apple Machine Learning Research
T
Tailwind CSS Blog
罗磊的独立博客
F
Future of Privacy Forum
The Register - Security
The Register - Security
MyScale Blog
MyScale Blog
P
Privacy & Cybersecurity Law Blog
V
Visual Studio Blog
T
Tenable Blog
F
Fortinet All Blogs
D
Docker
V
Vulnerabilities – Threatpost
Cyberwarzone
Cyberwarzone
A
Arctic Wolf
T
Threat Research - Cisco Blogs
I
Intezer
T
Tor Project blog
大猫的无限游戏
大猫的无限游戏
MongoDB | Blog
MongoDB | Blog
博客园 - 司徒正美
AWS News Blog
AWS News Blog
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
G
GRAHAM CLULEY
T
Threatpost
美团技术团队
K
Kaspersky official blog
F
Fox-IT International blog
Hugging Face - Blog
Hugging Face - Blog
Vercel News
Vercel News
P
Palo Alto Networks Blog
Google DeepMind News
Google DeepMind News
T
The Blog of Author Tim Ferriss
S
Schneier on Security
腾讯CDC
Cisco Talos Blog
Cisco Talos Blog
C
Check Point Blog
博客园 - 叶小钗
I
InfoQ
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Blog — PlanetScale
Blog — PlanetScale
F
Full Disclosure
T
True Tiger Recordings
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
E
Exploit-DB.com RSS Feed
L
LINUX DO - 热门话题
J
Java Code Geeks
C
CERT Recently Published Vulnerability Notes

DEV Community

How I self-hosted my Flask app on an old laptop for almost free I built a free DSA interview prep site because I was tired of the existing options Prisma Query Logging and PostgreSQL: Where the ORM Ends and the Database Begins Prisma query logging y PostgreSQL: dónde termina el ORM y empieza la base From Browser to Server : The Journey of an HTTP Request (Demystifying the Web’s Infrastructure) Santa Augmentcode Intent Ep.6 I Benchmarked 17 ESLint Security Plugins. Only One Found Every Vulnerability. How to Build a High-Performance Image Optimization Pipeline in 5 Minutes 50 Linux Commands Every DevOps Engineer Must Know Less Toil, More Flow - Automating the Path from Request to Implementation The Code Review Checklist I Actually Use How I run a small blog on Astro 5 + Content Collections Git: Best Practices for Professionals How IBM Bob Became My Everyday Coding Companion Solana Passkey Wallet: Replacing Seed Phrases with SIMD-0075 I built a small browser puzzle game about arrows I wrapped Claude Code in a zsh function. Here's every decision I almost got wrong. Mobile Game Optimization: A Unity Developer's Checklist Git: Best Practices for Beginners Three days I lost chasing a ghost that was already dead on disk Why Too Many Parts Hurt ClickHouse Performance Guardrails for Agent Output: Pluggable Validation Before and After LLM Calls Gemma Forge: Local AI Without the Setup Wall From Half‑dead Prototype to Local‑Only AI Medical Assistant: Rewiring MedClinic with GitHub Copilot Runninig a forkbomb in Jenkins What’s Actually Happening When You Use Git Preventing Recursive Tool Loops in LangChain Agents Building a Rock-Paper-Scissors CLI with TypeScript — Union Types, Conditionals, and Jest Your AI Coding Agent Wastes 80% of Its Context. Fixed That with Graph Theory. Why Flutter Has Become the Go-To Framework for Fintech App Development We built a scripting language just for AI agents. Here's why. Stop building AI inboxes. Build decision layers instead. Meme Monday Why I Built @editora/ui-react? Are AI tools the next level of abstraction in software development? Identity on Solana: Your Wallet Is Your Account One API Call Changed Everything The Internet Career Nobody Talks About Enough: What Is DevRel? Solar Panel Wiring Diagram: Series vs Parallel Hello everyone! Glad to join the dev.to community I Built an AI Agent That Tailors My Resume - Here's How Agents Actually Work I Built a WhatsApp OTP + AI Chatbot Platform for African Businesses MTP Explained — And Why It Matters for Android on Mac Most Beginners Learn Full-Stack Development Backwards GitHub Glow-Up: Open Source, READMEs, Badges, Streaks, Git and gh CLI System Design Cheat Sheet: Concepts Every Developer Should Know Are Junior Developer Roles Actually Dying? A Fresher's Honest Take Using DigitalOcean Droplets as Ephemeral Sandboxes for AI Agents I built a VSCode extension that visualises your code navigation as a call tree — made for legacy codebase pain Vite predev/prebuild: chaining scripts without losing your mind A website to save you from messy browser tabs Dear Web2 Developer... Solana is here calling Postgres JSONB indexes: GIN vs BTREE on the same column The $5 AI That Remembers Everything What are your goals for the week? #180 Zettelkasten for Developers: A Practical Method That Works OpenClaw vs Hermes Agent: Stars, Downloads & Usage 2026 `act` vs. `waitFor` Global Teams Don’t Struggle With Time Zones. They Struggle With Context Python as a JavaScript Dev $5.4 Billion in Damage. 8.5 Million Machines Down. Three YAML Controls Would Have Prevented It. Here's the Structural Analysis. 🚫 Stop Using PN532 V1 for Your NFC Projects (Real Debugging Experience) Probabilistic Graph Neural Inference for smart agriculture microgrid orchestration for extreme data sparsity scenarios Inference Is Becoming the New Steady-State Cost Center Why AI-Generated Code Is Always Good Enough — And Never Great I built a dark admin dashboard template in HTML — no React, no npm, just pure HTML What is the Difference Between Lattice-Based and Hash-Based Signatures? Next.js App Router caching: revalidate, dynamic, and no-store without the folklore Next.js App Router caching: revalidate, dynamic y no-store sin folklore I built Stashly — a full-stack content manager with a rich text editor published: false tags: react, node, mongodb, typescript Why I Started Building React Projects Instead of Just Watching Tutorials ? Every Tool Eventually Becomes Tuesday Nobody Warns You That Real Software Engineering Feels Chaotic Tích hợp VNPay, Stripe trong Odoo 19 BeautifulSoup and Requests for Web Scraping With Python: When Simple Still Works I Was Stuck Debugging React — Then Developer Tools Changed It Buck Converter Ripple: Sizing the Inductor and Capacitor With Confidence AWS Just Made Its MCP Server Generally Available. Here's What It Actually Gives AI Agents. RAMPART Tests Your AI Agents in Dev. What Catches Malicious Tool Calls in Production? Vibe Team Software Engineering: What a Real AI Human Dev Team Workflow Actually Looks Like An npm Package for AI Agent Orchestration Just Shipped With Its Front Door Unlocked. Here's What the CVE Actually Reveals. Microsoft Foundry Just Added CI/CD for AI Agents. Here's What That Actually Changes. The Best Career Insurance Is a Tech Event You Don't Want to Attend Your GitHub Profile Already Tells Recruiters More Than Your Resume. Most Devs Just Don't Surface It. How to Add Execution Budgets to OpenAI Agents SDK Binary Tree Interview Problems: 6 Traversal Patterns, 15 Problems We trained a personal voice DoRA on Qwen3-8B for $1.50 — beat stock model 100% in blind A/B Stop Leaking API Keys: Why I Built a Local-First Vault for Developers 🔐 RAG Explained: How Retrieval-Augmented Generation Actually Works I Built a Fast Async JioSaavn API Wrapper in Python 🎧 chown & chgrp Deploying Your First App on Kubernetes: A Beginner's Guide (Minikube & Kind) Logs in code It's called a PR "review" for a reason DePIN GPU Market: The Failed Job Receipt Developers Should Demand Why Your AI Agent Monitoring is Wrong (And How to Fix It) Lock Down Your Cloud Shares: A Beginner’s Guide to Azure Files Security. Building a Multi-Channel Content Syndication Pipeline with EmDash Plugins Turn Your Phone Into Voice Input for Any React Text Field Which package is bloating your Docker image?
I built an AI agent that migrates Next.js Pages Router to App Router
Garoro0920 · 2026-05-25 · via DEV Community

Garoro0920

Most Next.js teams have a Pages Router → App Router migration sitting in their backlog. It's mechanical but careful work, and it keeps getting deprioritized. I built migrate-bot to automate it end-to-end, and this post is about how it works under the hood.

What the migration actually involves

App Router isn't just "move files to a new folder". The semantic changes:

  • getStaticProps / getServerSidePropsasync Server Components
  • getStaticPathsgenerateStaticParams
  • next/routernext/navigation (useRouter / usePathname / useSearchParams)
  • next/head → the Metadata API (export const metadata)
  • pages/_app.tsx + pages/_document.tsxapp/layout.tsx
  • API routes: pages/api/x.ts (single handler) → app/api/x/route.ts (export async function GET/POST/...)
  • The pages/app/ restructure, including [slug] dynamic routes

Architecture

The whole thing runs serverless + ephemeral:

  • Cloudflare Workers host the API and landing site
  • Cloudflare D1 (SQLite) stores jobs, orders, installations
  • Cloudflare Queues decouple the webhook handler from the migration pipeline (producer/consumer with an idempotency check so retries don't double-charge)
  • Fly.io Machines run the actual migration: one ephemeral VM per job, destroyed at job end (no code retention)
  • Anthropic Claude does the per-file transforms (Sonnet by default, Opus as a one-shot retry fallback)
  • Stripe for payment, Resend for transactional email

The pipeline as a state machine

queued → analyzing → planning → migrating → verifying → pr_ready
                                                ↓ (on failure)
                          aborted_blocker → refunding → refunded

Enter fullscreen mode Exit fullscreen mode

Each transition is persisted to D1 so every job is observable, and a mid-pipeline crash transitions to aborted_blocker → automatic refund rather than leaving the customer charged for nothing.

A subtle bug: _document.tsx

Early on, every repo with a pages/_document.tsx failed. The planner maps both _app.tsx and _document.tsx to the same target (app/layout.tsx), and my migrate step recorded the second one as a "failed task" when it detected the target was already written. The pipeline treated any failed task as fatal — so the whole migration aborted.

The fix was to distinguish intentional skips (planned target collisions) from real failures (the LLM aborting or erroring). I added a skippedTaskIds field separate from failedTaskIds, and surfaced the skip in the PR description so the customer knows to manually merge any custom <Html> attributes from their _document.tsx.

Trust model

Since this rewrites real production code, the trust mechanisms matter:

  • The output is always a draft PR — your CI runs first, you review, you merge. Nothing is auto-merged.
  • 14-day full refund if the verify step (typecheck + next build) can't pass for reasons attributable to the service.
  • Code is processed only on an isolated VM and is never used to train any model.

Try it / feedback

It's live at migrate-bot.dev. Pricing is per-repo by file count ($99 / $249 / $499). I'd genuinely value feedback on the approach — especially the pricing shape and the draft-PR + refund trust model.

(Currently not offered to EEA/UK/Switzerland residents due to GDPR territorial scope; revisiting post-launch.)