SeaOtter.ai

The platform accepts submissions of code, analysis, documents, or other text outputs through an API or dedicated protocol. A hostile critic model then evaluates each item against a user-defined rubric and policy, returning one of four verdicts: ship, route to fix, quarantine, or block. Flaws are pinpointed with exact locations and severity scores so agents can iterate automatically. Organizations can organize agents into teams, apply hierarchical policies, and monitor live acceptance rates through a central console. The system supports integration with common development environments and coding agents, allowing validation to occur at every step of a workflow. Policies remain flexible, letting different teams maintain distinct standards while preserving an audit trail for all graded work.