Posts

Regex is perfect for emails, postal codes, and other tidy little strings. It completely falls apart when the requirement sounds like, “make sure this bio feels professional” or “double-check that the listing actually describes a car.” You can throw more patterns at it, but you’re still judging syntax, not meaning. Django AI Validator is my answer for the semantic gap. It’s a fresh PyPI package that lets your Django fields tap into modern LLMs (OpenAI, Anthropic, Gemini, or even local Ollama) for on-the-fly validation and cleaning....

I’ve always liked the original jazik/termenv project—it’s a clean Ansible playbook that bootstraps a great terminal environment. But after living in it for a while, I found myself wanting tighter macOS support, automatic iTerm2 provisioning, and some Kubernetes-focused tooling. I decided to fork the project and build out those extra pieces. The result is TermForge, my refreshed take on the “terminal in a box” idea. Why Fork Instead of PR? Initially, I explored incremental improvements to the upstream repo....

Let’s talk about keeping our C++ code clean and safe, specifically focusing on preventing those nasty memory leaks using Smart Pointers. 1. The Headache: Raw Pointers and Leaks The biggest headache with raw pointers (like int* data = new int(10);) is that you have to clean them up yourself (delete data;). If your function bails out early because of an error, a return statement, or an exception, that delete statement gets skipped....

Linear Algebra: More Than Just Numbers Linear Algebra isn’t just another math subject you have to get through; it’s actually a powerful language for describing how things change, relate, and move in multi-dimensional space. It might look like a bunch of scary matrices and vectors at first, but trust me, it’s the secret sauce behind a lot of the tech we use every single day. The Cool Concepts At its core, linear algebra is about two main things:...

The Deal with Prime Numbers As you probably know, prime numbers are those special numbers that are only divisible by themselves and 1. This definition is basically the foundation of a lot of math concepts. But have you ever wondered why zero or those big even numbers aren’t invited to the club? Why Zero is Out The Definition Problem: By definition, a prime number needs to have exactly two distinct divisors....