Articles & Tutorials
149 technical articles covering AI, Machine Learning, Cybersecurity, Data Science, and Programming. Practical guides, tutorials, and deep dives — written for developers.
20 articles in Cybersecurity · Linux
How to Choose a Local AI Model for Your Laptop
The best local AI model depends on your RAM, GPU availability, task type, and speed requirements. There is no single "best" model—only the …
Running LLMs on CPU: What Actually Matters?
CPU inference speed depends primarily on memory bandwidth and model size—not CPU cores. A well-quantized 7B model on a modern CPU can gener…
The Privacy Problem with Cloud AI
Key Takeaway --> 🎯 You can build a fully private AI agent that runs entirely on your local machine—local LLM + MCP server + local t…
Why AI Changes the Security Model
AI coding agents can read files, modify code, execute commands, and access tools — capabilities that create real security risks. Securing a…
The Fundamental Question
Terminal AI agents and AI-native IDEs are not competing technologies—they're complementary workflows. Claude Code excels at automation, Git…
The "Works on My Machine" Problem
Docker lets students create reproducible Python environments that work identically on every machine. By packaging Python, dependencies, and…
Can AI Really Run Without a GPU?
You don't need a GPU or a cloud API to start working with modern AI. A consumer CPU, sufficient RAM, an efficient inference runtime, and ca…
What Is a Terminal Coding Agent?
Terminal AI coding agents and AI-native IDEs use the same underlying models but represent fundamentally different development philosophies.…