> Markdown version of [/videos/100382-beyond-vibe-coding-an-ai-builder-s-guide-to-migrating-10k-react-components?t=550](https://www.wearedevelopers.com/videos/100382-beyond-vibe-coding-an-ai-builder-s-guide-to-migrating-10k-react-components?t=550). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

---

# Beyond Vibe Coding: An AI Builder’s Guide to Migrating 10k+ React Components

How did Meta safely migrate 10k+ legacy React components without breaking production? Discover their AI-driven codemod pipeline that pairs LLM generation with strict automated verification.

- **Speakers:** [Shubham Chaurasia](https://www.wearedevelopers.com/@shubham-chaurasia)
- **Event:** World Congress 2026 North America
- **Published:** September 25, 2026
- **Duration:** 29:38
- **URL:** https://www.wearedevelopers.com/videos/100382-beyond-vibe-coding-an-ai-builder-s-guide-to-migrating-10k-react-components
- **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/12cda8ec15e478d19cfa14742f7b8d66/thumbnails/thumbnail.jpg?time=151109ms

## Access

Playback and chapters for this video are available with a Free account.

## Related Moments

- [Shifting developer workloads and realistic AI productivity gains](https://www.wearedevelopers.com/videos/1830-wearedevelopers-live-speculaitions) (from "WeAreDevelopers LIVE - SpeculAItions")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/2cdb4226b123a771ffa9261c5605d057/thumbnails/thumbnail.jpg?time=202197ms
- [Leveraging artificial intelligence to accelerate system migration](https://www.wearedevelopers.com/videos/1444-crew-management-system-for-airlines-plan-duties-for-pilots-flight-attendants-worldwide) (from "Crew Management System for Airlines: Plan duties for pilots & flight attendants worldwide")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/1dd5acc88727ae3edde5ca4fdd27a1cc/thumbnails/thumbnail.jpg?time=174325ms
- [Reimagining code reviews in the era of AI](https://www.wearedevelopers.com/videos/100592-coffee-with-developers-with-noris-buriac-forward-security) (from "Coffee with Developers with Noris Buriac (Forward Security)")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/452af028b9f8ec87961079131316173e/thumbnails/thumbnail.jpg?time=114296ms
- [Migrating legacy applications using generative AI](https://www.wearedevelopers.com/videos/1605-navigating-application-modernization-leveraging-gen-ai) (from "Navigating Application Modernization - Leveraging Gen-AI")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/6fe3aec92255a07fd0045e8c1af31bde/thumbnails/thumbnail.jpg?time=94915ms
- [Adapting shift-left principles for high-volume code generation](https://www.wearedevelopers.com/videos/100249-ai-wrote-the-code-now-what) (from "AI Wrote the Code. Now What?")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/7af4899bb4587122f3aa8eb6024ce4ba/thumbnails/thumbnail.jpg?time=165710ms
- [Transitioning to AI-native engineering teams and workflows](https://www.wearedevelopers.com/videos/100508-legacy-as-a-launchpad-how-yahoo-mail-is-undergoing-a-product-and-engineering-transformation) (from "Legacy as a Launchpad: How Yahoo Mail is Undergoing a Product and Engineering Transformation")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/25bcd90e13f6ef7ab217ed7620dee0d2/thumbnails/thumbnail.jpg?time=179363ms

## Related Articles

- [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development)
- [Exploring AI: Opportunities and Risks for Developers](https://www.wearedevelopers.com/magazine/522-exploring-ai-opportunities-and-risks-for-developers)
- [Dev Digest 137 - AI'm not sure about this](https://www.wearedevelopers.com/magazine/485-dev-digest-137-ai-m-not-sure-about-this)
- [Dev Digest 108 - Git off my cloud!](https://www.wearedevelopers.com/magazine/407-dev-digest-108-git-off-my-cloud)

## Related Jobs

- [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty**
- [Senior AI Frontend Engineer](https://www.wearedevelopers.com/jobs/ext/3785356-senior-ai-frontend-engineer) at **TeamViewer Germany GmbH**
- [ML Engineer](https://www.wearedevelopers.com/jobs/48448-ml-engineer) at **Docker, Inc.**
- [AI Software Engineer (Germany)](https://www.wearedevelopers.com/jobs/48317-ai-software-engineer-germany) at **Sunhat**
- [Senior AI Frontend Engineer](https://www.wearedevelopers.com/jobs/ext/2552851-senior-ai-frontend-engineer) at **TeamViewer Germany GmbH,**
- [Senior Fullstack AI Engineer (React, C#)](https://www.wearedevelopers.com/jobs/ext/2520449-senior-fullstack-ai-engineer-react-c) at **TeamViewer Germany GmbH,**