Learning / Track C

Coverage → train shadow → gate A9 → canary (không promote từ UI)

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Tổng Quan Phân Tích Vận Hành Learning
Promote chỉ qua CLI + CONFIRM

Artifact A2

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Macro-F1

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ECE

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Trainable turns

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Synthetic mix

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Canary traffic

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Coverage heatmap — intent × nguồn nhãn

Đỏ < 1 · vàng = 1 · xanh ≥ 2. Nguồn: turns mixed Track C

Canary lift

order_rate / rewrite

Gate A9 & artifact registry

Chỉ quan sát. Promote / rollback = CLI.

KindStatusMetricsGate

Synth pipeline strip

Drop rate theo step (Track B)

Label source mix

desk > order_proxy > synth · tránh LLM-judge làm gold

Live API: GET /admin/learning/shop/{shop_id}/summary · Spec: docs/learning/DASHBOARD_LEARNING_UI_DRAFT.md