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Can AI Reliably Write Vulnerability Detection Checks?

🔍 Intruder’s security team tested whether large language models can write Nuclei vulnerability templates and found one-shot LLM prompts often produced invalid or weak checks. Using an agentic approach with Cursor—indexing a curated repo and applying rules—yielded outputs much closer to engineer-written templates. The current workflow uses standard prompts and rules so engineers can focus on validation and deeper research while AI handles repetitive tasks.