---
title: "Comment by Vo Viet Hoang on \"Building a 100% Client-Side N-gram Analyzer with Vibe Coding & Privacy First\" | Hashnode"
description: "I’d love to hear how fellow devs and technical writers approach text tokenization! Are there specific edge cases or custom stopword filters you'd recommend addi"
url: "https://hashnode.com/posts/building-a-100-client-side-n-gram-analyzer-with-vibe-coding-privacy-first/6a8d0a0777caa3f230717e15/comment/6a8d0ad1b6c238a608ba94e3"
---

[Discussion](https://hashnode.com/posts/building-a-100-client-side-n-gram-analyzer-with-vibe-coding-privacy-first/6a8d0a0777caa3f230717e15)

Comment [Building a 100% Client-Side N-gram Analyzer with Vibe Coding & Privacy First](https://hashnode.com/posts/building-a-100-client-side-n-gram-analyzer-with-vibe-coding-privacy-first/6a8d0a0777caa3f230717e15)

[Vo Viet Hoang](https://hashnode.com/@hoangvibecode)

[Aug 25](https://hashnode.com/posts/building-a-100-client-side-n-gram-analyzer-with-vibe-coding-privacy-first/6a8d0a0777caa3f230717e15/comment/6a8d0ad1b6c238a608ba94e3)

I’d love to hear how fellow devs and technical writers approach text tokenization! Are there specific edge cases or custom stopword filters you'd recommend adding to this N-gram workflow? Drop your suggestions below!