A recent incident involving an AI agent deleting a production database highlights the limitations of relying solely on prompt engineering for AI safety. To address this, a new tool called Lagaam has been developed to act as a gatekeeper for queries sent to data engines like Trino and Pinot, evaluating query costs before execution to prevent resource exhaustion and other harmful actions. This approach emphasizes the importance of technical controls, like scoped credentials and permission layers, rather than solely relying on agent instructions.
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