Scraping in Plain English

How To Validate Any API Response with Great Expectations (GX)

Learn how to validate API responses in Python with Great Expectations (GX Core), quarantine bad batches, and store only clean results in DuckDB

The Hidden Costs of Managing Too Many Online Accounts

8 Python Projects That Turn Scripts Into Systems

Instagram Banned 7 Accounts in 4 Days: What Actually Worked

The $60K/year Web Scraping Tax: Why Every Developer's "Simple" Script Becomes an AWS Nightmare

How Developers Use Search Data to Understand and Track AI-Driven Search Results

LinkedIn Banned My Scraper 3 Times. Here's the Architecture That Finally Worked

I Built a Self-Hosted Google Trends Alternative with DuckDB

Track SERP rankings, title changes, and competitor data Google Trends won’t show. Built with Python, DuckDB, and a CLI-first approach.

Building Faster Data Pipelines with Apache Arrow

How to build web data pipelines 2.6x faster and 60% cheaper with Apache Arrow. Cut memory usage and file sizes by half for AI training, analytics, and more.

Top 5 Residential Proxy Services For 2026: Is NetNut The Best?