Replace the Supabase application data plane with the Node/PostgreSQL API, migrate mobile, admin, web, and MCP callers, add controlled cutover tooling, and define hardened Dokploy infrastructure.
Hide archived and unreviewed catalogue content from existing clients through RLS and guarded recommendation RPCs. Reject stale writes, preserve historical rows, and seed reviewed defaults when the cutover removes a couple's full active selection.
Add reversible review states, audit history, and super-admin controls for catalogue entities without changing current client visibility.
Stage 30 high-risk production packs for archival review, cap generated content at non-explicit language, and preserve a checksummed pre-change production catalogue snapshot.
Add concise routed context, task-aware agent roles, focused skills, and structured learning promotion.\n\nUnify local development and workspace tooling, add layered test and E2E verification, harden MCP authentication, and gate deployment behind verification and explicit production promotion.