Build an Admin Panel with AI

Add a roles table (super_admin, support, read_only) and check permissions on every API route. The UI hides actions the user can't do, but the backend is the real enforcement. Webtwizz scaffolds both layers from a prompt like "support can impersonate but not refund over $500."

Generate a short-lived JWT scoped to the target user, with a flag that marks the session as impersonated. Show a banner to the impersonating admin. Log the impersonation start and end. Optionally require a reason text field before impersonation begins, written to the audit log.

Yes. The admin panel runs as its own web app but reads from the same Postgres database as your product. Add the connection string to env vars; Webtwizz scaffolds the queries. For row-level security, add an admin role bypass policy in Supabase.

Every admin action goes through a single mutation layer that writes to an audit_log table. Fields: admin_id, action, target_id, before_value, after_value, ip_address, timestamp. Most compliance frameworks (SOC 2, ISO 27001) treat this as table-stakes; Webtwizz scaffolds it from the start.

Yes, that's the point. The role-based UI hides destructive actions from support staff. Refunds over a threshold can require approval. Bulk actions can be disabled per role. The panel becomes a real CS tool, not a SQL prompt your engineers run for support tickets.