Prompting for Security Research: How to Build Prompts That Actually Find Vulnerabilities
·31 mins
Most people use LLMs for security wrong. They ask ‘find all bugs’ and get noise. This article breaks down the empirical research behind what actually works: structured prompting, adversarial self-verification, CWE-specialized chains, context engineering, and the full composite prompt template that gets you from noise to actionable findings. With numbers.