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Software Engineering & Development Frameworks
This hub covers practical engineering frameworks, development processes, and system design approaches used to build scalable and reliable systems.
You’ll find how-to guides, architectural breakdowns, and real-world insights focused on backend systems, cloud software, and modern developer tooling.
This content is designed for engineers, technical leads, and teams working on production-scale applications.
Key Engineering Guides
Understanding Multiple Inputs in Neural Networks (With Python Examples) — Part 2
In the previous article, we plotted a surface using inputs related to Petal Width and Sepal Width to…
The Context Window Paradox: Why Bigger Isn’t Always Better in AI
A Story About Our Obsession with More Imagine you’re a chef preparing a meal for a food critic.…
Solved: Migrate WordPress Posts to Ghost CMS: A Content Export Script
🚀 Executive Summary TL;DR: Migrating WordPress posts to Ghost CMS is challenging due to incompatible XML exports. This…
How to Create an Optimized Software Development Workflow
A software development workflow is a fundamental component of many software development projects. It equally affects team performance,…
Are you embracing AI?
There’s something of a misunderstanding in the property industry that agents are luddites, clinging to fax machines and…
Using Clustering to Group Songs by Tempo, Energy, and Vocals
Introduction With the rapid expansion of digital music libraries and streaming platforms, organizing and understanding large collections of…
Moving from GitHub to Codeberg(Forgejo)
NOTE: This post is written from a private developer perspective, not that of my employer. I’ve started migrating…
Why You Forget Code You Learned Last Week
Let me guess. Last week, you finally understood something. It clicked. You felt smart. Dangerous, even. Then this…
Why Feature Stores Didn’t Fix Training–Serving Skew
Training–serving skew is still one of the most common failure modes in production ML. Most teams already sense…
Named Query Filters in .NET 10
From Hidden Magic to Clean, Explicit Architecture Since their introduction in EF Core, Global Query Filters have offered…
