VITI Labs Research Note: Stop Prompting Your AI. Put It In a Deterministic Cage.

VITI Labs argues that current AI Agent development is flawed due to an obsession with Prompt Engineering. Under the Business Impact Governance Framework, they advocate for treating LLMs as powerful energy sources requiring strict software engineering constraints rather than stochastic prompting. This shift is critical because autonomous AI agents can execute thousands of API calls per second, potentially corrupting production databases before humans can react, highlighting a failure in traditional AI Governance and corporate process theater.