Journal.
Writing on AI security, agentic systems, and engineering practice.
OWASP Top 10 for LLM Applications 2025
A practitioner's breakdown of the OWASP Top 10 for Large Language Models, 2025 edition.
Featured — SecurityLLM Jailbreaking & System Vulnerabilities
How jailbreaking techniques reveal deeper architectural vulnerabilities in agentic systems.
AI-Assisted Development: Security Gaps and Solutions
The security blind spots introduced when AI writes your code — and how to close them.
AI-native security: why current guardrails are obsolete
Why the security models we built for traditional software fail against LLM-native threats.
Understanding LLM Specialization: RAG vs. Fine-Tuning
When to use RAG and when to fine-tune: a decision framework for engineering teams.
OWASP Top 10 for LLM Applications 2025
A practitioner's breakdown of the OWASP Top 10 for Large Language Models, 2025 edition.
What Is Retrieval-Augmented Generation (RAG)?
RAG explained: architecture, tradeoffs, and implementation patterns for production systems.
ChatGPT Models Guide
A practical guide to the OpenAI ChatGPT model families for engineering teams.
LLM Jailbreaking & System Vulnerabilities
How jailbreaking techniques reveal deeper architectural vulnerabilities in agentic systems.