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Technical writeups, notes, and thoughts from the shadows of the terminal.

🐧 Linux

Linux & OS

Installations, kernel setups, system configuration & scripting.

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🤖 ML

Machine Learning

Algorithms, model internals, RAG bots, and artificial intelligence.

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📊 DSA

DSA Chronicles

Data structures, logic, memory nodes, and complexity walkthroughs.

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🛡️ Security

Security & CTFs

Walkthroughs, capture the flags, hacks, and pen testing.

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🐍 Python

Python Internals

Interpreter workings, memory allocation, references, and objects.

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🚀 Projects

Projects

Full-stack applications, bot builds, and API integrations.

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CTF PicoCTF Security Web SQLite Flask

NO FA Write-up (PicoCTF)

So this was a fun one. The challenge is called NO FA from PicoCTF, and the goal is pretty straightforward – find your way into an admin account that has two-factor authentication enabled. Sounds ea...

Read more 7 min read
Linux Networking Sysadmin CLI

TCP-IP and OSI Model

Have you ever wondered how the fuck this internet works? Yeah, let me tell you, it is pretty damn complex, but we are going to break it down without the boring textbook bullshit.

Read more 4 min read
Linux Sysadmin Security CLI

User Management in Linux

Every operating system needs to know who the fuck is logged in and what they are allowed to touch. In Linux, user management is the core of security. If you screw this up, you might give a random d...

Read more 7 min read
Machine Learning AI Python Data Science Algorithms

Machine Learning: K-Nearest Neighbors (KNN) Explained

Today we are tackling one of the most classic Machine Learning algorithms out there: K-Nearest Neighbors, or KNN for short. We are going to break this down into plain English so you can actually un...

Read more 7 min read
Cyber Security CTF OverTheWire Bandit Linux Bash Ethical Hacking Penetration Testing

Cracking OverTheWire: Bandit Walkthrough (Full Run 0-33)

What is good hackers! Today we are diving into the complete OverTheWire Bandit wargame. We are doing a full speedrun of all 34 levels. I cranked this out in record time so you do not have to strugg...

Read more 19 min read