Admin: live per-minute API usage monitor (spike detection)#111
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The admin dashboard only bucketed activity by day, useless for an hour-long workshop. Add a 'live-usage' organizer-only edge action that buckets the last N minutes (default 120) of API calls (assistant messages) and provider_error events per minute, and a Live API Usage panel that auto-refreshes every 20s with peak calls/min, totals, and a per-minute bar chart (minutes with errors flagged red). Lets the organizer watch load and rate-limit spikes in near real time.
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Answers 'can we see usage spikes in admin?'. The dashboard was day-bucketed — blind to an hour-long workshop.
Edge (
workshop-config): new organizer-gatedlive-usageaction. Buckets the last N minutes (default 120) per minute: API calls = assistant messages (each AI turn is one provider call), errors = provider_error events (rate limits/failures). Returns a gap-filled minute series + peak calls/min + totals. Reuses existing data — no new tracking writes.UI (
AdminDashboard): new Live API Usage panel — auto-refreshes every 20s (toggle + manual refresh), shows peak calls/min, 2h totals, and a per-minute bar chart with error-minutes flagged red. Slotted above the daily timeline.Requires edge redeploy (with --no-verify-jwt). Tests 35/35 ✓, build ✓, lint ✓.