Articles & Tutorials
149 technical articles covering AI, Machine Learning, Cybersecurity, Data Science, and Programming. Practical guides, tutorials, and deep dives — written for developers.
38 articles in Cybersecurity · Rust
The 15 AI Security Domains
AI security is not one problem — it is 15 interconnected domains. From prompt injection to sandboxing, each requires specific defenses. Thi…
The Shift: From Implementation to Judgment
Key Takeaway --> 🎯 Key Takeaway AI agents change how you implement software — not what you need to know. Architecture, design patterns, A…
The Core Principle
Key Takeaway --> 🎯 Key Takeaway AI coding agents are powerful tools, but they need guardrails. Before running any agent: create a feature…
The Complete Loop
Key Takeaway --> 🎯 Key Takeaway Function calling lets an LLM decide which external tool to use and what arguments to pass — but the appli…
What Is Prompt Engineering?
Key Takeaway Prompt Engineering is the skill of communicating effectively with AI models. It is not about finding a "magic phrase" — it is …
The Color-Blind Verifier: A Simple Analogy
Zero-knowledge proofs (ZKPs) let you prove you know something without revealing what you know. They're used in password authentication, blo…
Build a Production-Style Python CI Pipeline
Key Takeaway --> A production CI pipeline goes beyond running tests. It combines pytest for correctness, linting for code quality, securit…
Docker Security for Developers: 15 Practical Rules
KEY TAKEAWAY Docker containers run with permissive defaults. Run as non-root, use minimal base images, never embed secrets, scan for vuln…
Docker vs Virtual Machines: What Developers Need to Know
KEY TAKEAWAY Docker containers and virtual machines both isolate software, but they work at different levels. Containers share the host k…
Cross-Site Scripting Explained for Web Developers
KEY TAKEAWAY Cross-Site Scripting (XSS) happens when untrusted user input is included in web pages without proper encoding. The browser c…
SQL Injection Explained and Prevented
KEY TAKEAWAY SQL injection occurs when user input is concatenated directly into a SQL query string, allowing the input to become executab…
API Authentication Methods Compared
Key Takeaway --> There is no single "best" API authentication method. API keys are simple but weak. Basic Auth is convenient but sends pas…