THE BIG ONE
How to track Google Hotels prices with Python (no browser, no API key) — Google Hotels has no official API, but you can still scrape price data effectively. This tutorial walks you through using Python and the Apify tool to monitor hotel prices without the need for a browser or API key. You’ll learn how to set up a simple actor to retrieve and track hotel prices programmatically, giving you an edge in travel planning or market analysis. Read more →
QUICK HITS
Why you should never embed your Gemini API key in client code — Directly embedding API keys in client-side code exposes them to anyone inspecting your site. Instead, utilize backend solutions like Firebase to keep your keys safe. Learn how →
Python 3.15 Preview: frozendict — The upcoming Python version introduces frozendict, allowing the creation of immutable dictionary-like structures, perfect for caching and threading. Check it out →
Detect hidden target leakage in public datasets — This guide explains how to identify and prevent target leakage in machine learning models using Python, ensuring your data remains robust and reliable. Read more →
How to Build a Dart Package Analytics Tool — Dive into creating a tool to analyze Dart package download trends over time and gain insights into your package's performance on pub.dev. Explore the tutorial →
Cursor vs Copilot: Which AI Editor Is Better for Python? — A hands-on comparison of Cursor and GitHub Copilot for Python development, highlighting their strengths in code assistance. Find out more →
ONE THING TO TRY
Experiment with the new frozendict in Python 3.15 to understand how immutable mappings can benefit your applications.
Happy coding!