Articles & Tutorials
149 technical articles covering AI, Machine Learning, Cybersecurity, Data Science, and Programming. Practical guides, tutorials, and deep dives — written for developers.
47 articles · Rust
GGUF Explained: The Practical Guide to Local LLM Model Files
GGUF (GPT-Generated Unified Format) is the standard file format for running LLMs locally. It packages model weights, metadata, and tokenize…
Why Human-in-the-Loop Matters
Human-in-the-loop AI means AI recommends, humans decide. High-stakes decisions in healthcare, finance and education require human judgment …
Why AI Governance Frameworks Matter
AI governance frameworks are not one-size-fits-all. Laws are mandatory, standards are certifiable, frameworks are voluntary guidance, and b…
Why AI Audit Trails Matter
AI audit trails provide accountability for automated decisions, but logs themselves can contain sensitive data. Developers must balance tho…
AI-Assisted Vulnerability Detection: Can Machine Learning Find Security Bugs?
Key Takeaway AI is a powerful security tool, not a replacement for security tools. AI-assisted vulnerability detection excels a…
Is AI-Generated Code Secure? A Developer Security Checklist
Key Takeaway AI-generated code is not automatically secure. LLMs produce syntactically correct code that often contains securit…
Protecting API Keys and Secrets in AI Coding Workflows
Key Takeaway Never commit secrets to source control. API keys, database credentials, and tokens should be stored securely using…
AI Coding Agent Security Checklist: Claude Code, Cursor and Beyond
Key Takeaway AI coding agents require careful security configuration. Whether you use terminal agents like Claude Code or AI ID…
AI Agent Skills and Plugins: How Developers Should Evaluate Third-Party Extensions
Key Takeaway Not all AI agent skills and plugins are safe. Before installing any third-party extension, evaluate it across six …
AI Agent Supply-Chain Security: Protecting Models, Tools, Skills and Dependencies
Key Takeaway AI agents depend on a complex supply chain of models, packages, MCP servers, skills, plugins, repositories, and co…
Indirect Prompt Injection: When Websites and Documents Attack AI Agents
Key Takeaway Indirect prompt injection occurs when an AI agent processes untrusted external content that contains hidden malici…
Prompt Injection Explained: How AI Applications Can Be Manipulated
Key Takeaway Prompt injection is the #1 vulnerability in LLM applications (OWASP LLM Top 10 2025). It occurs when an attacker m…