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Sponsio: Deterministic Contract Layer for LLM Agents [P]

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In three linesSponsio introduces a deterministic contract layer for LLM agents in production. Operators declare invariants in YAML compiled to AST evaluated per tool call. ODCV-Bench benchmark (12 frontier LLMs × 80 trajectories): unguarded models violate in 11.5%-66.7% of runs; with Sponsio, 95.6% misalignment avoided on average.
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