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OG T
ab6f6faa32 feat(phase32): 實作 review_push + gitea_webhook 改用本地 Ollama 審查
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- local_code_review_service: 新增 review_push() 方法
  使用 qwen2.5-coder:7b 審查 push event（非 PR）
- gitea_webhook_service: _call_openclaw_push_review 改用本地推理
  OpenClaw 無 push-review 端點(404) → 改用 LocalCodeReviewService

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:09:11 +08:00
OG T
b24fae313e fix(drift_narrator): 補寫 narrative_text 到 DB + drift_repository.update_narrative
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2026-04-10 11:06:50 +08:00
OG T
c6edfb5614 fix(flywheel): 四階段系統性修復 AUTO_REPAIR NO_MATCH 斷層
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Phase 1 — affected_services 污染根治
  - webhooks.py: _extract_affected_services() 從 labels 精準萃取服務名
    (component > job > pod deployment name > clean target_resource > [])
  - create_incident_for_approval: alert_labels 完整保留進 Signal
  - alert_name 從 alertname 取，不再用 "custom"

Phase 2 — Playbook alertname 變體擴充
  - alert_rules.yaml: 5 條規則新增 HostHighCpuLoad、KubePodCrashLooping 等變體
  - scripts/update_playbook_alert_variants.py: Redis index 已執行更新 ✅

Phase 3 — Jaccard 通用型 Playbook 豁免
  - similarity.py: affected_services=[] → 1.0 豁免（基礎設施 Playbook 不針對特定服務）
  - severity_range=[] → 1.0 豁免（適用所有嚴重度）

Phase 4 — Playbook Embedding 持久化（冷啟動修復）
  - migrations/flywheel_playbook_embeddings.sql: pgvector 持久化表
  - services/playbook_embedding_service.py: 啟動時重建 Redis 向量快取 + 同步 DB
  - main.py: lifespan 啟動時 asyncio.create_task 非阻塞執行

2026-04-10 Asia/Taipei — Claude Sonnet 4.6
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:04:56 +08:00
OG T
1c4bdedc64 fix(drift_narrator): send_text → send_notification + DriftLevel case fix
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2026-04-10 10:48:36 +08:00
OG T
0077eee452 docs(logbook): Phase O-6 視覺化驗收 + 全 Backlog 閉環記錄 
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 10:48:29 +08:00
OG T
5d2bf6ce18 docs(logbook): C1 修正閉環 — rag_chunk_repository 完成 
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 10:46:19 +08:00
OG T
ab3e266a23 fix(monitoring): Phase O-6.2 service-registry 補齊 9 個缺失 K8s 部署 
新增:
- argocd 5個元件 (applicationset/dex/notifications/redis/repo-server)
- awoooi-dev/awoooi-api
- kube-state-metrics
- observability/event-exporter
- velero/velero

結果: prometheus 覆蓋率 94%→96%, errors 9→0

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 10:44:36 +08:00
OG T
5c2db65ea1 refactor(rag): C1 修正 — 新增 rag_chunk_repository，Service 不再直接存 DB
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- 新增 src/repositories/rag_chunk_repository.py
  search_chunks / insert_chunk / delete_by_source_id / get_stats
- KnowledgeRAGService 移除所有 get_db_context 直接呼叫
  改委派 rag_repo.search_chunks / insert_chunk / delete_by_source_id / get_stats
- 移除 unused Any import

leWOOOgo 合規評分: 62 → 95/100

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 10:43:53 +08:00
OG T
98c450d10a docs(logbook): Phase 33 架構審查+修正閉環記錄 (2026-04-10) 
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 10:39:53 +08:00
OG T
cc8cabebf9 refactor(rag): 架構審查修正 — leWOOOgo 合規 + 去重 + httpx 關機
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- C2: _run_index() 業務邏輯移入 KnowledgeRAGService.index_all_sources()
      Router 層只做 background_tasks.add_task(_run_index) 轉發
- C3: glob("*.md") → rglob("*.md") — 掃描巢狀子目錄
- C4: docstring 修正 Ollama 188 → 111
- I2: index_document() 先刪舊版本 (_delete_by_source_id) 避免重複累積
- I3: debug endpoint 改用 settings.OLLAMA_URL 取代硬碼 IP
- I4: main.py shutdown 加入 get_knowledge_rag_service().close()

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 10:39:14 +08:00
OG T
af7b1591c1 feat(rag): phase35 ivfflat 向量索引 — 5814 chunks 已建立
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已在 prod 執行: idx_rag_chunks_embedding (lists=100, cosine)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 10:33:32 +08:00
OG T
09a8c3a90b fix(rag): 修正 debug endpoint 與訊息文字 — Ollama 188→111
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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 10:28:04 +08:00
OG T
68e9ef5d26 fix(drift_narrator): DriftItem.severity → drift_level.value 欄位名稱修正
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2026-04-10 10:24:41 +08:00
OG T
974f84511b fix(rag): embed 改用 settings.OLLAMA_URL — K3s NetworkPolicy 擋住直連 188:11434
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nomic-embed-text 在 111 也有，改走 OLLAMA_URL (111) 避開 NetworkPolicy

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 10:14:33 +08:00
OG T
b51f1b011c debug(rag): /rag/debug 顯示完整 Ollama 錯誤訊息
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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 10:13:52 +08:00
OG T
07570c3b85 feat(rag): 初始索引腳本 — ADR+Runbook 批次餵入 pgvector 
scripts/rag_index_docs.py: 批次呼叫 /knowledge/rag/index
支援 --api-url 參數，含 0.5s 節流避免 Ollama 過載

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 09:59:13 +08:00
OG T
6786da89c8 debug(rag): 加入 /rag/debug 診斷端點 — 確認容器路徑 + Ollama 連線
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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 09:54:56 +08:00
OG T
a94cf6e437 ci: cd.yaml paths 加入 .dockerignore — 避免 dockerignore 變更不觸發 CD
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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 09:34:30 +08:00
OG T
2d44250d2c fix(rag): .dockerignore 允許 docs/ + .agents/skills/ 進入 build context (RAG ADR-067) 
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 09:29:59 +08:00
OG T
b261a51685 feat(rag): Dockerfile 加入 docs/ + .agents/skills/ — RAG 索引來源
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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 09:16:51 +08:00
OG T
3ed52b0424 fix(rag): _run_index 修正 index_document 簽名不符 — 讀檔內容再傳 service
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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 09:00:26 +08:00
OG T
0ee5d532ba feat(rag): 新增 RAG Router + 掛載到 main.py (Phase 33 ADR-067)
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Details 
- rag.py: POST /index, POST /query, GET /stats 三端點
- stats 委派給 KnowledgeRAGService.get_stats()（leWOOOgo 合規）
- main.py: include_router rag_v1.router

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 07:34:06 +08:00
OG T
e605b7192b feat(rag): Phase 33 RAG API 端點 — /knowledge/rag/index + query + stats
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ADR-067 Phase 33: pgvector RAG 三個 HTTP 端點
- POST /knowledge/rag/index — 索引文件到 rag_chunks
- GET /knowledge/rag/query — embed→knn→生成答案
- GET /knowledge/rag/stats — chunks 統計 (透過 Service 層)
- 修正: rag_stats 移至 KnowledgeRAGService.get_stats() (leWOOOgo 積木化)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 02:00:59 +08:00
OG T
63e840ae42 feat(ollama): Phase 31-34 ADR-067 — Log摘要/PR審查/RAG知識庫/圖片分析
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Phase 31: log_summary_service.py — deepseek-r1:14b K8s Pod日誌異常摘要
  - 觸發: signoz_webhook 告警時背景呼叫
  - Redis快取 log_summary:{pod}:{date} TTL 24h
  - 敏感資料regex遮蔽

Phase 32: local_code_review_service.py — qwen2.5-coder:7b PR自動審查
  - Fallback: Gemini (diff > 50KB 或 Ollama超時)
  - semaphore 最多2個同時審查
  - 雙寫: Redis TTL 7d + pr_reviews表 (phase29 migration)

Phase 33: knowledge_rag_service.py — nomic-embed-text 768維 pgvector RAG
  - 向量化(188) + 生成(111) 雙Ollama
  - rag_chunks表 (phase28 migration)
  - 初期線性搜尋，>100筆啟用ivfflat索引

Phase 34: image_analysis_service.py — llava:latest Telegram圖片分析
  - download_and_analyze: Bot API getFile → 下載 → llava → 回應
  - Rate limit: 每chat_id每分鐘3次 (Redis sliding window)
  - telegram.py webhook新增photo分支

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:50:22 +08:00
OG T
89015d4527 feat(phase30): Drift 報告 AI 人話摘要 (ADR-067)
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- 新增 DriftNarratorService — qwen2.5:7b-instruct (Ollama 111)
  - 觸發條件: high >= 1 or medium >= 3（HPA replicas 白名單）
  - Redis 快取: drift_narrative:{report_id} TTL 1h
  - LLM 失敗時 graceful fallback 結構化文字
- drift.py _analyze_and_notify: 接入 narrator（Phase 30 標記）
- Migration: drift_reports.narrative_text TEXT (已在 prod 執行)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:37:43 +08:00
OG T
2065665c9b docs(adr): ADR-067 Ollama 五大本地 AI 應用實施規格 
批准五大應用 Phase 30-34，依序執行：
1. Drift 報告中文摘要 (qwen2.5:7b-instruct)
2. Log 異常摘要 (deepseek-r1:14b)
3. PR 自動審查 (qwen2.5-coder:7b)
4. RAG 知識庫 pgvector (nomic-embed-text)
5. 圖片分析 (llava:latest)

pgvector 0.8.2 已確認在 prod 就緒

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:35:07 +08:00
OG T
a30713b292 fix(chat): NemoClaw 禁止自稱 DeepSeek + 強制繁體中文
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- 明確禁止透露底層模型身分
- 強制繁體中文（禁簡體）
- 補充 SRE 專長範圍定義

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:18:18 +08:00
OG T
e672635edf fix(test): 更新 TestHistoryMessageFormat 適配 Phase 27 雙層策略
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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:12:00 +08:00
OG T
88ac1c7f50 feat(phase27): 歷史按鈕雙層頻率統計 + DB frequency_snapshot 持久化
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- telegram_gateway: _send_incident_history 改為 Phase 27 雙層策略
  Layer 1: DB frequency_snapshot (建立時刻永久快照)
  Layer 2: Redis AnomalyCounter disposition 累積統計 (35d TTL)
  修復舊版呼叫 record_anomaly() 導致誤計數的 bug
- 新增 migration: phase27_incident_frequency_snapshot.sql (已在 prod 執行)
- CLAUDE.md: 精簡至 123 行，減少 Token 消耗

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:06:51 +08:00
OG T
9846a6cc93 feat(incident): Phase 27 frequency_snapshot DB 持久化 — incidents 表新增 JSONB 欄位
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frequency_stats 原僅存 Redis(TTL 35天)，Pod 重啟或超期即失
- incidents.frequency_snapshot JSONB：建立 incident 時寫入快照，永久保存
- incident_repository: _record_to_incident 還原 IncidentFrequencyStats
- _incident_to_record_data 序列化 frequency_stats 快照到 DB
- Migration: phase27_incident_frequency_snapshot.sql 已執行完成

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:05:41 +08:00
OG T
ae90c36cd7 fix(telegram): _send_incident_history 加入 freq=None fallback — 無頻率統計資料
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test_history_handles_no_stats 要求原始碼中有「無頻率統計資料」fallback 分支，
當 AnomalyCounter.record_anomaly() 回傳 None 時顯示此訊息而非繼續處理。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:01:19 +08:00
OG T
e59f8181b3 fix(telegram): 歷史按鈕改從 AnomalyCounter(Redis) 讀頻率，修復永遠顯示「無頻率統計資料」
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根本原因: frequency_stats 從未持久化到 DB，get_by_id() 回傳永遠是 None
修復: 用 AnomalyCounter.derive_key_from_incident() 推導 anomaly_key，
直接從 Redis 查即時頻率與處置分佈統計

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:56:23 +08:00
OG T
e2c6ca598e fix(approval_db): update_telegram_message 用 raw SQL + CAST BIGINT 避免 int32 overflow
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telegram_chat_id 為 BIGINT (5619078117 > 2^31-1)，SQLAlchemy ORM 會推斷為 $N::INTEGER
改用 raw SQL + CAST(:telegram_chat_id AS BIGINT) 繞過型別推斷

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:53:50 +08:00
OG T
dbb8104557 fix(drift): kubectl not found + RBAC services/configmaps/ingresses
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drift_detector 用 kubectl 比對 Git YAML vs K8s 實際狀態，但：
1. API image 沒有 kubectl binary → No such file or directory: 'kubectl'
2. awoooi-executor ClusterRole 缺少 services/configmaps/ingresses list 權限

修復:
- Dockerfile: apt install curl + download kubectl v1.29.0 amd64
- 07-rbac.yaml: 加入 services/configmaps (core) + ingresses (networking.k8s.io) get/list/watch

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:49:56 +08:00
OG T
0571ad15d5 fix(signoz_webhook): AIDataImpact.value 大寫 → .lower() 轉 DataImpact
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AIDataImpact enum value 為 'NONE'/'READ_ONLY' 等大寫，
DataImpact enum value 為 'none'/'read_only' 等小寫，
轉換時補 .lower() 避免 ValueError。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:38:29 +08:00
OG T
f8c6dfc642 feat(web): Header ⌘K 搜尋提示按鈕 + sensor service file 補齊
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Header:
- 新增 ⌘K 入口按鈕（搜尋圖示 + "搜尋..." + ⌘K badge）
- 點擊觸發 window keydown(meta+k) 開啟 CommandPalette
- hover 變藍（UX 提示）

Sensor:
- 補齊 apps/sensor/awoooi-sensor.service（PYTHONUNBUFFERED=1 + --loop）

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:29:15 +08:00
OG T
c132fd423a fix(drift): COPY k8s/ 進 API image — drift_detector Git state 比對
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drift_detector 的 GitStateReader 需要讀 k8s/*.yaml 來比對 K8s 實際狀態，
但 API Pod 沒有此目錄導致 k8s_dir_not_found，掃描結果永遠為空。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:23:54 +08:00
OG T
5d591c4639 fix(drift_repository): CAST(:param AS jsonb) 取代 :param::jsonb
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asyncpg 不支援 named param 混用 :: cast 語法，導致 PostgresSyntaxError。
改用 CAST() 函數語法，與 SQLAlchemy text() named params 相容。

影響: drift_reports 現在可正常寫入 DB

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:22:43 +08:00
OG T
25412807f5 docs(logbook): B1 Sensor Agent 兩台主機部署完成 2026-04-10 00:16:45 +08:00
OG T
7e498621e0 fix(signoz_webhook): AIBlastRadius → BlastRadius 型別轉換
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blast_radius 欄位傳入 AIBlastRadius 物件導致 Pydantic validation error，
approval 無法存進 DB（Telegram 仍送出但無法批准）。

修法：明確轉換 AIBlastRadius → BlastRadius，data_impact enum 用 .value 橋接。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:15:40 +08:00
OG T
3fa377cce9 fix(web): en.json 多餘的右括號導致 webpack JSON parse 失敗
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position 41700 附近有雙重 }} 結尾，移除多餘的一個。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:08:04 +08:00
OG T
c803e94370 docs(logbook): Sprint 5R Phase 3 閉環記錄 2026-04-10 00:04:46 +08:00
OG T
524423577a feat(web): 基礎架構主機卡點擊 → 詳情抽屜展開
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點擊主機卡展開行內抽屜：
- CPU/RAM 大字顯示（含顏色警示：>80% 紅/>60% 橙）
- 完整服務清單（狀態點 + port + latency_ms）
- 相關事件（按 affected_services 過濾）
- ✕ 關閉 / 再點同卡收合
- 選中狀態：藍色邊框高亮

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:49:00 +08:00
OG T
2897007014 fix(web): 修復 webpack build 錯誤 — 重複 flexShrink + firing_count undefined
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header.tsx: 移除重複的 flexShrink: 0 屬性 (TS1117)
classic/page.tsx: firing_count ?? 0 處理 undefined (TS2322)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:45:52 +08:00
OG T
df0afa654f feat(soul): SOUL.md + capabilities.json v5.0 → v5.5 
- AI fallback: ollama_tool→openclaw_nemo→gemini→nvidia (ADR-052)
- Phase 25 能力：Config Drift Detection / Auto-Harvesting / Sensor Agent
- ADR-059 K8s ClusterIP override 文件化
- Telegram dedup TTL=600s + model name 顯示
- Discord 移除（已停用）
- capabilities.json: llama3.1:8b / DB 10 / stream key awoooi:signals

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:40:40 +08:00
OG T
a303b5ef91 feat(chat): NemoClaw 改接 Ollama 111 deepseek-r1:14b
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CD Pipeline / build-and-deploy (push) Failing after 4m6s
Details 
2026-04-09 ogt: 棄用 Claude Haiku，改用本地 deepseek-r1:14b
- 端點: http://192.168.0.111:11434
- 過濾 <think>...</think> 推理區塊，只回傳結論
- timeout 120s（14b 推理較慢）
- 完全免費，不計入 Claude API 費用

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:38:57 +08:00
OG T
62cb274735 feat(host_aggregator+k8s): 新增 121 K3s Worker 主機監控
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HOST_CONFIGS 加入 192.168.0.121(K3s Worker):
- K3s API tcp:6443
- awoooi-api NodePort tcp:32334
- awoooi-web NodePort tcp:32335

NetworkPolicy 補開 121 egress: 6443/32334/32335
NodePort 服務實際在 121(mon1)，非 120(mon)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:36:36 +08:00
OG T
2bc2a2f174 test(integration): drift API + DB 持久化整合測試
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覆蓋 GET /drift/reports、POST /drift/internal/scan
驗證掃描後 DB 有新資料（B5 整合測試框架擴充）

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:36:17 +08:00
OG T
fc9d0f9c1f fix(host_aggregator): total=1 時 total//2=0 導致服務全 up 仍顯示 unhealthy
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112(Kali) 和 120(K3s) 各只有 1 個服務，down_count=0 >= total//2=0
永遠成立 → 永遠 unhealthy。改為 total > 1 才套用 >=half 門檻。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:35:37 +08:00
OG T
d324dd7aed fix(telegram): 移除所有告警訊息欄位截斷限制，放寬至 Telegram 4096 字元硬限
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Details 
問題：root_cause[:50/100]、suggested_action[:80]、suggestion[:50]、
note[:150]、fix_action[:100]、impact[:150]、hypothesis[:200]
以及 message[:900]/[:1000] 導致告警內容顯示不完整。

修復：移除欄位截斷，整體上限改為 4096（Telegram API 硬限制）。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:32:51 +08:00