Ops dashboard

Ops shows what needs attention across product, users, corpus, cards, crawls, and commercial readiness.

Use Ops for

• Current operational status.
• Friction events.
• Open alerts.
• Crawl and enrichment status.
• Share-card health.
• Catalogue corrections.
• Suggestions from users.

Daily checks

• New friction events.
• Broken enrichment jobs.
• High-error surfaces.
• User-submitted corrections.
• Billing or webhook alerts.
• MCP tool-call errors.

Rules

• Fix source data, not only display symptoms.
• Keep user privacy visible when investigating.
• Do not turn user-submitted data into curated corpus without review.
• Link every repeated issue back to a TODO or build-room item.