Best Practices in Prompt Engineering for AI Agents in Solidity Smart Contract Auditing

AI doesn’t fail smart contract audits—bad workflows do. Throwing code at an LLM and asking for “bugs” leads to missed exploits. Effective AI auditing requires adversarial prompting, strict context (invariants, roles), structured outputs, and multi-step verification. Combine LLM reasoning with tools like Slither and Foundry, enforce human review, and validate exploits before reporting.