Admins operate the platform from the Admin area.
Jobs — enable/disable, reschedule and run each backend service on demand: Price Fetch, Price Deep Backfill, News Fetch/Sweep, Fundamentals, Technical Indicators, Signal Detection, Recommendation Run, Outcomes, Monthly Picks, Calendar Sync, Guru 13F, Morning Report. Heavy jobs are bounded and safe to run manually.
Data health — spot gaps (missing prices, sectors, market caps) before trusting outputs; then run the relevant job to fill them.
Users — manage roles, plans and credits (billing is manual until a payment provider is connected).
Knowledge Center — every article, glossary term and indicator doc on these pages is stored in PostgreSQL and editable here; you can create, edit, publish/unpublish and reorder entries. Content is never hardcoded in the frontend.
Sequence for a fresh dataset: Populate universe → Price Fetch → Asset Enrichment → Fundamentals → Technical Indicators → Recommendation Run → Outcomes.