What Is a Hallucinated Dependency?
AI hallucinated dependencies explained. How LLMs invent non-existent packages and how attackers exploit this for supply chain attacks.
What Is a Supply Chain Attack?
Supply chain attacks explained. How compromised dependencies and hallucinated packages threaten AI-coded applications.
What Is a Vector Database?
Vector databases explained for developers. How vector storage powers RAG applications and security considerations for AI-coded implementations.
What Is a WAF (Web Application Firewall)?
WAF explained for developers. How web application firewalls protect AI-coded apps from common attacks and their limitations.
What Is a Zero-Day Vulnerability?
Zero-day vulnerabilities explained for developers. How unknown security flaws threaten AI-coded apps and defense strategies.
What Is AI Code Generation?
AI code generation explained. How LLMs generate code, the security implications, and best practices for using AI-generated code safely.
What Is AI Hallucination?
AI hallucination explained for developers. How LLMs generate plausible but incorrect code and the security implications.
What Is an AI Agent?
AI agents explained for developers. How autonomous AI coding agents work, their security risks, and safe deployment practices.
What Is an Embedding?
Embeddings explained for developers. How vector representations power AI applications and security considerations for embedding pipelines.
What Is an LLM (Large Language Model)?
LLMs explained for developers. How large language models power AI coding tools and the security implications for generated code.
What Is an SBOM (Software Bill of Materials)?
SBOM explained for developers. How software bills of materials track components in AI-generated applications for security and compliance.
What Is API Key Exposure?
API key exposure explained. How API keys leak in AI-generated code, the real costs of exposed credentials, and how to manage secrets properly.