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The admin Overview shows charts with 7, 30 or 90 days of history: agent
calls and errors, searches, spend against the daily cap, corpus growth
(pages, edits, facts), top tools and top agents, with a "what changed"
comparison against the previous period.
GET /admin/api/timeseries, GET /admin/api/graph/hubs and GET /admin/api/onboarding feed the charts, the Graph home view and the
setup checklist. All three are admin-only aggregates and make no model calls.
Every admin page opens with a short explanation, every metric has a ?
help button, and a Glossary page explains pages, facts, entities, chunks,
links and the other terms the panel uses.
A Setup guide and a first-run checklist walk a new admin through connecting
an AI agent (the instance's MCP URL plus Claude Desktop, Claude Code and
ChatGPT instructions), writing a first page and running a first search; each
step is ticked from real activity.
The Graph page opens on the most connected pages instead of an empty slug
box, and explains what a link is.
Changed
Traffic, error-rate and per-credential usage counts leave out tools/list
handshakes and webhook deliveries, so they agree with the new charts.