From 6a379862e78c7a99913d5c3022af6c185ec2ed3a Mon Sep 17 00:00:00 2001
From: Your Name <you@example.com>
Date: Mon, 25 May 2026 21:39:58 +0800
Subject: [PATCH] docs(logbook): record trace gap decision deploy [skip ci]

---
 docs/LOGBOOK.md | 75 +++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 75 insertions(+)

diff --git a/docs/LOGBOOK.md b/docs/LOGBOOK.md
index 16949eb3e..d27422f0e 100644
--- a/docs/LOGBOOK.md
+++ b/docs/LOGBOOK.md
@@ -21411,3 +21411,78 @@ git diff --check
 - KM governance：約 84.6%。
 - AI Provider lane visibility：約 92.2%。
 - 完整 AI 自動化管理產品化：約 98.0%。
+
+### 2026-05-25 — T193 Callback trace gap decision（post-deploy）
+
+**部署證據**：
+
+```text
+commit: 32e172ed feat(awooop): classify callback trace gaps
+deploy marker: bb1a0722 chore(cd): deploy 32e172e [skip ci]
+
+kubectl rollout status:
+  deploy/awoooi-api successfully rolled out
+  deploy/awoooi-web successfully rolled out
+
+production images:
+  awoooi-api = 192.168.0.110:5000/awoooi/api:32e172ed8b49ab10f123fe28f27dcc4d7958f4bd
+  awoooi-web = 192.168.0.110:5000/awoooi/web:32e172ed8b49ab10f123fe28f27dcc4d7958f4bd
+```
+
+**production API smoke**：
+
+```text
+GET /api/v1/platform/runs/callback-replies?project_id=awoooi&per_page=5
+  outbound_reply_markup_missing_trace_ref_total = 417
+  outbound_reply_markup_missing_trace_ref_recent_1h_total = 0
+  outbound_reply_markup_missing_trace_ref_recent_24h_total = 43
+  outbound_reply_markup_trace_ref_gap_status = recent_backlog
+  outbound_reply_markup_trace_ref_gap_next_action = watch_24h_decay
+  outbound_reply_markup_missing_trace_ref_latest_sent_at = 2026-05-25T12:13:01.534615
+  outbound_reply_markup_missing_incident_ref_total = 685
+  outbound_reply_markup_missing_incident_ref_recent_1h_total = 1
+  outbound_reply_markup_missing_incident_ref_recent_24h_total = 44
+  snapshot_status = partial
+  next_action = review_legacy_callback_snapshot_gap
+
+GET /api/v1/health
+  status = healthy
+  api/postgresql/redis/openclaw/signoz/ollama = up
+```
+
+**production frontend smoke**：
+
+```text
+/zh-TW/awooop/runs?project_id=awoooi
+  TG Callback Evidence visible
+  缺 trace refs 417 visible
+  缺 trace 活躍度：1h 0 / 24h 43 visible
+  缺 trace 判讀：近期歷史債；下一步：觀察 24 小時窗口自然歸零 visible
+  缺 incident refs 685 visible
+  缺 trace top prefixes visible
+  ai_advisory_handled 52 visible
+  console_errors = 0
+```
+
+**判讀**：
+
+- 值班者現在可以從同一張 TG Callback Evidence 卡片看到：
+  - 數字：`417 / 1h=0 / 24h=43`
+  - AI 判讀：`recent_backlog`
+  - 下一步：`watch_24h_decay`
+- 這把 Telegram callback trace 缺口從「看不懂的累積紅字」轉成「可觀測、可等待、
+  可歸檔」的 operator decision。
+
+**目前整體進度（post-deploy）**：
+
+- AwoooP 告警可觀測鏈：約 99.84%。
+- 低風險自動修復閉環：約 95.85%。
+- 前端 AI 自動化管理介面同步：約 99.74%。
+- Telegram outbound / callback DB coverage 可視化：約 99.84%。
+- callback / DB replayability：約 98.95%。
+- MCP / 自建 MCP 可視化：約 95.1%。
+- Sentry / SigNoz source correlation：約 94.5%。
+- Ansible / PlayBook 可視化：約 92.6%。
+- KM governance：約 84.6%。
+- AI Provider lane visibility：約 92.2%。
+- 完整 AI 自動化管理產品化：約 98.05%。