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bounded-adjudication
Make agent judgment reliable with enforcement hooks and closed rubrics
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bounded-adjudication
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Make your agent's judgment reliable. Build hooks that enforce a closed rubric on every write — the agent reasons freely but can only approve or reject by citing specific evidence shapes you defined.
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