Scrapling Reviewed: A Faster, Stealthier Take on Python Scraping

Scrapling positions itself as a faster, stealthier successor to Scrapy and BeautifulSoup. After reading the docs and the benchmarks, here’s an honest look at what it actually delivers, where it fits, and where it doesn’t.

May 3, 2026 · 7 min · Tech Notes

Python Context Managers: The Three Cases You Actually Need

Most tutorials show the trivial with open(...) example and stop. Here are the three patterns I actually reach for in real code, and the failure modes each one prevents.

May 3, 2026 · 4 min · Tech Notes