Matt
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Replace Pipeline/Stage system with Competition/Round architecture. New schema: Competition, Round (7 types), JuryGroup, AssignmentPolicy, ProjectRoundState, DeliberationSession, ResultLock, SubmissionWindow. New services: round-engine, round-assignment, deliberation, result-lock, submission-manager, competition-context, ai-prompt-guard. Full admin/jury/applicant/mentor UI rewrite. AI prompt hardening with structured prompts, retry logic, and injection detection. All legacy pipeline/stage code removed. 4 new migrations + seed aligned. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>