TLDR Tech / InfoSec
Writing More Secure Code with LLMs: Why "Make No Mistakes" Falls Short
Generic security prompts and OWASP-style checklists failed to improve AI coding security and occasionally increased the frequency of high-severity bugs when the Monad Foundation engineering team tasked an assistant with writing secure code for a URL unfurler. Utilizing an expert prompt that incorporates a specific application threat model reduced validated security findings by approximately 43 percent. Defenders must replace generic checklists with expert prompts incorporating specific application threat models to harden AI-generated code.
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