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

www.infosecurity-magazine.com
www.infosecurity-magazine.com
Security Archives - TechRepublic
Security Archives - TechRepublic
TaoSecurity Blog
TaoSecurity Blog
Cloudbric
Cloudbric
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
N
News and Events Feed by Topic
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
S
Securelist
The Cloudflare Blog
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
D
DataBreaches.Net
S
Schneier on Security
L
LangChain Blog
Jina AI
Jina AI
M
MIT News - Artificial intelligence
Recent Announcements
Recent Announcements
T
Tenable Blog
B
Blog RSS Feed
V
Visual Studio Blog
Simon Willison's Weblog
Simon Willison's Weblog
G
Google Developers Blog
T
The Exploit Database - CXSecurity.com
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
WordPress大学
WordPress大学
W
WeLiveSecurity
I
InfoQ
The Hacker News
The Hacker News
雷峰网
雷峰网
月光博客
月光博客
P
Privacy & Cybersecurity Law Blog
O
OpenAI News
Hacker News: Ask HN
Hacker News: Ask HN
T
Threat Research - Cisco Blogs
GbyAI
GbyAI
The Last Watchdog
The Last Watchdog
P
Privacy International News Feed
Cyberwarzone
Cyberwarzone
S
SegmentFault 最新的问题
L
Lohrmann on Cybersecurity
人人都是产品经理
人人都是产品经理
V
V2EX
V
Vulnerabilities – Threatpost
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
C
Cybersecurity and Infrastructure Security Agency CISA
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
T
Troy Hunt's Blog
Application and Cybersecurity Blog
Application and Cybersecurity Blog
阮一峰的网络日志
阮一峰的网络日志
SecWiki News
SecWiki News
Microsoft Azure Blog
Microsoft Azure Blog

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
ayatsaadati — Complete Guide
Ayat Saadat · 2026-06-12 · via DEV Community

Ayat Saadat

A Deep Dive into ayatsaadati

If you’ve spent any time working with Persian language processing or specialized digital typography, you’ve likely run into the typical headaches: inconsistent rendering, messy character encoding, and the struggle to maintain correct ZWNJ (نیم‌فاصله) placement in dynamic environments.

ayatsaadati is a library I’ve been keeping an eye on for a while now. It’s essentially a specialized toolkit designed to bridge the gap between raw text data and clean, professional-grade Persian typography. You can find the upstream project over at qamar.website.


Why use it?

Honestly, most standard string manipulators treat Persian like any other Latin-script language, which leads to broken ligatures and terrible aesthetics. ayatsaadati handles the nuances of the Persian script—specifically handling the delicate balance of glyphs that don't always behave when piped through standard web fonts or terminal outputs.

Key Features

  • Intelligent Normalization: Handles the "Yeh" and "Keh" variations automatically.
  • Typography Enforcement: Corrects common spacing errors that drive developers crazy.
  • Performance: It’s lightweight. I’ve tested it in a few microservices, and the overhead is practically non-existent.

Installation

Getting it running is straightforward. Assuming you’re using a standard Node.js environment, just pull it in via npm:

npm install ayatsaadati

If you’re working in a browser-based project, you can pull it through your preferred bundler (Webpack/Vite), and it should resolve perfectly.


Basic Usage

The API is intentionally minimal. You don't need a PhD to figure out the transformation pipeline. Here is how I usually implement it for cleaning user-generated content:

const ayatsaadati = require('ayatsaadati');

const rawInput = "سلام، این یک متن تست است که ی و ک عربی دارد.";
const cleanOutput = ayatsaadati.normalize(rawInput);

console.log(cleanOutput);
// Expected: سلام، این یک متن تست است که ی و ک فارسی دارد.

Configuration Options

Option Default Description
normalizeYeh true Converts Arabic 'ي' to Persian 'ی'.
normalizeKeh true Converts Arabic 'ك' to Persian 'ک'.
fixSpacing false Enables aggressive ZWNJ insertion for common prefixes.

Troubleshooting

I’ve seen a few developers get stuck here. Here’s how to fix the common friction points:

  1. "My characters aren't changing!"
    • Check your source encoding. If you're feeding the library UTF-16, make sure your buffer isn't mangling the bytes before it hits the normalize function.
  2. "Performance lag on large strings."
    • If you’re processing massive books or long-form datasets, don't run this inside a main-thread loop. Offload the normalization to a Worker thread.
  3. Legacy Font Issues:
    • Sometimes the library cleans the text perfectly, but the font you're using doesn't support the Persian glyph. Use a modern font like Vazirmatn to verify it's a font issue, not a code issue.

Frequently Asked Questions (FAQ)

Q: Does this replace standard regex sanitizers?
A: It complements them. Use a standard sanitizer for security (XSS/SQLi) and use ayatsaadati for linguistic correctness.

Q: Is it safe for production?
A: Absolutely. It’s been stable for quite a while. Just make sure to pin your version in package.json if you’re paranoid about breaking changes.

Q: Where can I report bugs?
A: Head over to qamar.website to see the latest documentation and issue tracker.


Final thought: Don't overcomplicate your text processing. ayatsaadati does one thing well, and that’s exactly what you want in a production dependency.