Ivy Lin
Community & Content Lead
Ivy Lin leads community engagement and content strategy at Nstdata. She works closely with developers, marketers, and data professionals to create educational resources that simplify complex proxy and data collection concepts. Her writing covers industry trends, best practices, product guides, and real-world applications of proxy technology across different industries.
All Articles
Claude Code for Marketing 2026: Practical Workflows and Guardrails
Claude Code is most useful to marketers when work is file-based, scoped, and reviewable. This guide covers the workspace, reusable workflows, and approval controls that make it practical.
Puppeteer vs Selenium: Automation and Crawling Compared
Puppeteer favors focused Node.js browser control, while Selenium favors broad browser and language matrices. For data extraction, the larger decision is whether to operate browsers or use managed crawling.
8 Best GitHub Repositories for Developers
The best GitHub repositories provide reproducible value, not just popularity. This list compares eight projects by purpose, maintenance risk, setup, and production fit, then shows how to use Nstdata's Crawl Python SDK.
6 Best Bright Data Alternatives for Proxies and Crawling
Bright Data alternatives should be compared according to the product layer being replaced. Nstdata ranks first because teams can migrate either raw proxy workloads or managed page and site retrieval.
FireGEO Review 2026: Build a GEO SaaS With a Replaceable Crawler
FireGEO accelerates the SaaS and GEO application foundation, but page collection should remain a replaceable adapter. This review maps the architecture and gives a controlled migration pattern for Nstdata Crawl.
6 Best AI Web Scraping Tools for Reliable Data Workflows
AI scraping products differ most in the infrastructure boundary they assume. This comparison ranks six options using the same operational fields and places Nstdata Crawl third for managed page and bounded-site workflows.
The Best CLI Tools for Faster, More Reliable Developer Work
A small terminal toolkit beats a crowded one when every command owns a distinct job. This guide ranks nine options by workflow impact, automation fit, setup cost, and failure boundaries.
4 Best Oxylabs Alternatives for Proxies and Web Data
Oxylabs alternatives solve different layers, from raw proxy transport to managed page acquisition. This guide compares 4 options using target fit, controls, output, operations, governance, and billing model.
9 Dynamic Scraping Tools for JavaScript-Rendered Data
Dynamic scraping tools differ most in interaction control, browser operations, output formats, and validation burden. This comparison shows when to use a managed crawl API, a programmable browser, or a visual workflow.
