Python in Plain English

8 Simple Python Scripts That Made Me Feel Way More Productive

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.

Turning Google Search into a Kafka Event Stream for Many Consumers

An event-driven approach to monitoring SERP changes — tracking features, entries, and exits instead of noisy rank movements.

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.

Why Google, Bing, DuckDuckGo & Yandex Show Different Results For the Same Query (2026)

A data-driven look at how search engines encode authority, risk, and truth, and have different “personalities”.

The Python Cheatsheet That Got Me Into Google (And It’s Free)

Switching From Python to TypeScript: What I Learned the Hard Way

8 Python Tools That Stop Projects From Breaking

Fewer fires, more shipping.

Stop Using These 5 Python Libraries in 2025

They’re slowing you down — and no one’s telling you

9 Python Libraries That Will Make You Code Like the Top 1%

Automation tools so sharp, your scripts will feel like they write themselves