<observations>
Date: May 8, 2026
* 🟡 (12:16) Agent queried spans dataset and found: 7 unique traces, 25,609 total spans across Stripe Projects endpoints
* 🟡 (12:16) Span distribution by endpoint (14d): /remote/stripe-projects/provisioning/resources/ has 3 traces with 13,308 spans (~4,400 spans/trace); /remote/stripe-projects/deep-link-login/ has 2 traces with 3,286 spans; /remote/stripe-projects/provisioning/services/ has 1 trace with 775 spans; /remote/stripe-projects/provisioning/account_requests/ has 1 trace with 8,240 spans
* 🟡 (12:17) Agent identified correct metric: `count_unique(trace)` on spans dataset counts actual requests (not child spans) — previously using span counts was inflating metrics by 100-700x
* 🟡 (12:17) Dashboard rebuild: deleted all 18 existing spans-based widgets (status: completed)
* 🟡 (12:17) Dashboard rebuild: rebuilt Row 0 KPIs with transactions dataset (status: completed)
* 🟡 (12:17) Dashboard rebuild: Row 1-2 time series with count_unique(trace) (status: in_progress)
* 🟡 (12:17) Agent added 6 big_number KPI widgets to dashboard: Account Requests, Resources, Magic Logins, Catalog Polls, Upgrades, Removals (all using count_unique(trace))
* 🟡 (12:17) Agent added 2 time series widgets: Requests Over Time (3x2 area chart, count_unique(trace)), Spans per Request (3x2 line chart, count())
* 🟡 (12:18) Agent added 2 more widgets: Latency (p95) (3x2 line chart, p95(span.duration)), Endpoint Detail (3x2 table, count_unique(trace))
* 🟡 (12:18) Agent added 6 tag-based KPI widgets: Seer Activations, Plan Upgrades, New Orgs, Orgs Linked, New Users, Returning Users (all 1x1 big_number with count_unique(trace))
* 🟡 (12:18) Agent added 2 breakdown charts: Provisions by Service (3x2 bar, count_unique(trace)), Operations Breakdown (3x2 bar, count_unique(trace))
* 🟡 (12:19) Final dashboard layout: 18 widgets total across 7 rows: Row 0 = 6x 1x1 KPIs; Row 1 = Requests Over Time (0,1) + Spans per Request (3,1); Row 3 = Latency (0,3) + Endpoint ...