Good news: Scraping company career pages is generally lower risk than scraping job aggregators. Here’s why: Legitimate purpose – Helping job seekers find opportunities is generally viewed favorably No ...

A single server setup is where everything runs on one machine—your web application, database, cache, and all business logic.

Going to the database repeatedly is slow and operations-heavy. Caching stores recent/frequent data in a faster layer (memory) ...

Breaking into 4 independent services means: Scale each based on actual need (crawler needs 10 instances, matcher needs 2) Test one piece at a time (ship faster, iterate publicly) Different tech ...

No code today, just research. Honestly felt like I did less work than previous days, but research is work. New plan: Custom open-source LLM (haven’t picked model yet) running locally first. Generate a ...

Many times before, I have tried to take up a lot of challenges to build stuff in public and learn in public. I did end up finishing the projects and learning the things I planned to. But I am never ...

Hello Pythonistas welcome back. Today I have brought to you 4 must-try tech tools for 2024 under the series Tech Tool Spotlight.💡 This list includes tools for creative writers, designers, and ...

Hello Pythonistas, welcome back. Today we will create a password authentication functionality using Python. This is not a typical project that would show up some results. This is the one that would be ...