Continuous Security Testing for Small Teams: What to Test, How Often, and Who Owns It
Small teams rarely have a security department. They have a few developers, maybe a team lead, and sometimes an MSP that looks after the infrastructu…
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Someone just starting out looking for feedback
Getting into coding just for fun. I've been working through lessons and Codecademy and this is my first project for development basics. This is the…
I Built a Chess Tool That Turns My Lost Games Into Personalized Puzzles
One thing I've noticed about improving at chess is that solving puzzles is useful, but learning from your own mistakes is important too. When I lose…
Understanding Key Business Stakeholders Through Software Development
Understanding Key Business Stakeholders Through Software Development Connecting Business Studies with Real-World Technology When building software,…
Budget Tracking: Your First Month, Set Up From Scratch
Most people do not fail at budgeting because they lack discipline. They fail because they never actually see where their money goes. A budget tracke…
What is Overfitting: How Can an AI Model Score 99% on Training Data and Still Fail in the Real World?
Imagine building an AI model to detect fraudulent transactions. You train it on thousands of historical transactions. The results look incredible. I…
Python Course for Beginners: Seeking Feedback on Structure, Depth, and Suitability
Introduction and Course Overview The Python Essentials: Practical Programming Fundamentals course, designed for absolute beginners, emerges as a res…
PowerShell Out-File vs Set-Content: Encoding Is the Real Difference
Set-Content and Out-File both put text into a file. On a quiet English UTF-8 machine they look interchangeable. On a Czech log, a CSV opened in Exce…
92 Million Jobs Gone by 2030: What AI Is Really Doing to Your Career
92 Million Jobs Gone by 2030: What AI Is Really Doing to Your Career By Shakeel Ahmed Every few months, a new headline declares the end of human wor…
RERA Registered Projects in Noida: Validate in Python
If you build a listings app, a lead form, or even a spreadsheet for RERA registered projects in Noida, you will get bad RERA numbers. Some are typos…
Reviewers are needed
Introducing Sentinel-43: A Cybersecurity Project I'm Building Hey everyone! I'm an independent developer working on a cybersecurity project called S…
How to Make Your First Open-Source Contribution: TencentDB Agent Memory
Open-source project: TencentDB Agent Memory When preparing to contribute to open source for the first time, many people head straight for the source…
Introducing Karkain: My Journey Building a General-Purpose Programming Language
Introducing Karkain: An Independent Programming Language I'm developing Karkain , an independent general-purpose programming language and compiler p…
I Taught Myself to Code Using AI Tools — Here's What Actually Worked (and What Didn't)
_A year ago, I only knew Python and C. No CS degree, no bootcamp, just a laptop and a stubborn idea that I wanted to build real things. Today I've s…
Touch Hardware: Turning Pixel Art into a Gateway to Hands-On Tech
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass . What I Built “Touch grass” usually means stepping away fro…
Using Git aliases to increase our productivity
In the previous article of this course we learned to use the git log command with multiple parameters to increase its usefulness; however, it's not…
What I Found Exploring Superstore Sales Data with Python (and What I'd Do Differently)
I recently finished an exploratory data analysis (EDA) project on the Superstore sales dataset as part of the Nexgen Analytics Internship. The brief…
29 Client-Side Developer Tools for JSON, CSV, YAML and More
* Hey everyone! * 👋 Like many of you, my browser used to look like a chaotic mess of open tabs. Whenever I needed to quickly validate a JSON payload…
What Does a Web Designer Actually Do Day to Day? A Beginner’s Guide
What Does a Web Designer Do? A web designer combines creativity with technology to create useful digital experiences. Before starting a design, they…
PowerShell Measure-Object: Count Lines and Sum Folder Sizes in One Line
The PowerShell Measure-Object cmdlet turns a pile of output into a number. How many lines are in this log? How much disk does this folder eat? What'…
How to Build a Voice AI Pipeline from Scratch
What’s a Voice AI Pipeline? When developers talk about “voice AI” they usually mean three core pieces: Speech‑to‑Text (STT) – turning audio into tex…
What Is AI Sycophancy? Examples and a Practical Test
AI sycophancy is a model’s tendency to favour agreement with a user’s stated beliefs or preferences over an accurate, independently justified answer…
PowerShell Test-Path: Check a Path Exists Before You Act
The PowerShell Test-Path cmdlet answers one question: does this path exist? Use it before you read, write, delete, or create — so your script fails…
Test Planning: Before I Start Testing
So far, I have learned how to: Understand requirements Design tests Write test cases Execute tests Report bugs Document results But before all of th…
PowerShell Get-Content: Tail the Last Lines of Any Log
The PowerShell Get-Content cmdlet reads text from a file. For day-to-day ops you rarely need the whole file — you need the last few lines of a growi…
Building an Interactive Excel Dashboard for E-commerce Product Analysis: A Case Study of Jumia Products
E-commerce data can look simple at first: product name, price, discount, reviews and rating. But turning a raw export into something a seller can ac…
SHADOW. — Giving AI Product Teams a Persistent Memory
SHADOW. — Giving AI Product Teams a Persistent Memory The Problem Product teams collect valuable information every day — customer feedback, meetings…
Prompt Engineer Resume: What to Put On It
Nobody agrees on what a prompt engineer does, which means your resume has to answer that question before it answers anything else. Short answer: a p…
From LeetCode to Real Systems: Surviving Your First Job as a Developer (ft. My Journey)
I walked into my first job with a perfectly optimised LeetCode profile and a few tiny GitHub projects. Then I opened the company codebase and got th…
Your Python venv Is (Mostly) a Symlink — Here's Why That Matters
TL;DR — On Linux and macOS, python3 -m venv .venv does not create a copy of Python. The python inside your venv is a symlink that points back to the…