- Add article list, editor, and deletion UI.
- Add source management with bias/credibility/active toggles.
- Add encrypted API key CRUD UI.
- Add automated search rules with query, sources, schedule presets,
and per-rule AI model override.
- Implement node-cron scheduler and instrumentation hook.
- Add admin settings including password change and quota reference.