Week 8 Challenge: Build an Anti-XSS Escape Encoding Framework in Python

Security Challenge: Build an XSS Prevention Framework in Python Time: 60–90 minutes Difficulty: Intermediate Skills: Web Application Security, Output...

The Missing Pop Star: Lessons in Resilience, MLOps, and Data Engineering with PopForecast

From a failed search for Sia to a fallback architecture: why data resilience matters more than your model’s .fit(). Continue reading on Medium »

One SDK, 40 APIs: Stop Juggling API Keys

Most projects need multiple APIs. IP geolocation from one provider, crypto prices from another, screenshots from a third. Each one needs its own accou...

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How to: Microsoft Foundry, Part 3.5

Ok, I’m working more on Foundry and pro-code using SDKs and this is how I feel. (image of Jim from the office, if you’re listening to this… Continue r...

Understanding How Attackers Hide Malware in “Legitimate” Software: A Technical Deep Dive

The Story Begins: Curiosity About Malware After reading about WannaCry . Everyone talks about the vulnerabilities it exploited EternalBlue, SMB flaws,...

NumPy Explained for Beginners: Why Data Scientists Don’t Use Python Lists #NumPy For Data Science…

NumPy is a foundational library for gaining a strong command over other data science–related libraries and tools. Continue reading on Medium »

We Hired 10 Developers to Move Faster. Velocity Dropped 40%

Brooks’s Law is real: Adding people to a late project makes it later. Continue reading on Let’s Code Future »

Tech Debt “For Later” Crashed Production 5 Years Later

Not every AI tool in the DevOps space delivers. Here’s an honest breakdown of where AI genuinely helps in incident response — and where it… Continue r...

Java 25 — Why the New LTS is the Secret Weapon for Production Grade Apps

From heap optimization to “ceremony-free” code, the latest Long-Term Support release is a massive leap for enterprise stability Continue reading on IT...

From WannaCry to Building My Own Ransomware Lab: A Defensive Cybersecurity Journey

In 2017, the world witnessed one of the most disruptive cyberattacks in modern history: the WannaCry ransomware attack . Within hours, hospitals, tele...

My Python Journey

When I look back at the beginning of the semester, it’s honestly surprising how far I’ve come. Continue reading on Medium »

Dependency Hygiene for Databricks with Renovate

I have worked on different Databricks data platforms for a while, and I have experienced a slow drift in dependency versions. A workflow… Continue rea...

PORTSCAN‑DETECT: Hunting Port Scanners with Python, Nmap, and Splunk/ELK

Turn noisy Nmap traffic into clean detections, pretty graphs, and SIEM alerts — inside a safe home lab. Continue reading on Medium »

Google and Epic announce settlement to end app store antitrust case

The era of the 30 percent app store cut has ended.

Your Writing Is Probably Already in an AI Training Dataset. Here'\''s How to Opt Out.

Your writing is already in a training dataset Every message you have sent on a platform that later added AI features. Every document you stored in a c...

Privacy Policies Are Designed to Be Unread. I Built a Tool to Make Them Honest.

Nobody reads privacy policies. That is the point. The average privacy policy is 4,000 words. It takes 18 minutes to read. Researchers estimate that if...

You Have a Legal Right to Delete Your Data. Here'\''s a Tool That Does It For You.

You have a legal right most people never use GDPR Article 17 gives EU residents the right to demand that companies delete their personal data. Califor...

Building a UAV Traffic Monitoring System Using YOLOv8 and Computer Vision

Introduction Traffic monitoring is an important and essential concept of a modern smart city infrastructure. Continue reading on Medium »

Implementing rand10() Using rand7()

Generating random numbers sounds simple — until you’re constrained. Continue reading on Medium »