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OG T
b52e2de968 docs(adr068): 飛輪冷啟動修復結案文件 + Skills v2.8 
- ADR-068: 完整記錄五根因、四階段修復、首席架構師審查、E2E 驗收、驗證 Runbook
- LOGBOOK: 更新當前狀態，標記全閉環
- Skill 02 v2.8: 新增「自動修復飛輪六大鐵律」章節（affected_services/alert_name/Router層/Jaccard/alertname變體/Embedding雙軌）

2026-04-10 Asia/Taipei — Claude Sonnet 4.6
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:39:42 +08:00
OG T
5a69a6d2d1 fix(ci): B5 整合測試改用 /opt/api-venv/bin/pytest (venv 內的 pytest)
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python3.11 -m pytest 找不到模組 (exitcode 1)
改用持久化 venv 路徑，與 Run API Tests step 共用同一 venv

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:35:51 +08:00
OG T
670cd5df86 refactor(flywheel): 首席架構師審查修正 C1/C2/I1/I2/I3/I4/M1
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C1 — Repository 層修正 (積木化鐵律):
  新增 PlaybookEmbeddingRepository (pgvector UPSERT)
  playbook_embedding_service 改透過 Repository 存取 DB，不再直接 db.execute(text(...))

C2 — Router 層業務邏輯移入 Service 層:
  create_incident_for_approval + extract_affected_services (去掉底線前綴) 移入 incident_service.py
  webhooks.py 改從 incident_service import，自身不再含業務邏輯

I1 — _infra_jobs 提升為 module-level frozenset (_INFRA_JOB_NAMES)，避免每次呼叫重建

I2 — _persist_embeddings_to_db 補齊 PlaybookRAGService / list[Playbook] 型別標注

I3 — embedding 格式顯式化: "[" + ",".join(str(float(x)) for x in embedding) + "]"
  防止 pgvector 因格式差異靜默解析失敗

I4 — import asyncio 移至 main.py 頂層，移除 try 區塊內重複 import

M1 — similarity.py: 移除死代碼 `if union > 0 else 0.0`
  union 在兩個集合都非空時不可能為 0

2026-04-10 Asia/Taipei — Claude Sonnet 4.6
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:35:10 +08:00
OG T
0cac128a64 fix(ci): B5 整合測試改用 docker exec psql，不依賴主機 psql 指令
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runner 環境無 psql binary (exitcode 127)
改為從 postgres-test container 內執行 psql，透過 stdin 傳入 SQL

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:30:33 +08:00
OG T
0b93f0e5c6 feat(topology): B2 elkjs 自動排版 + 展開收合互動 + 過濾控制
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- 新增 useElkLayout.ts: elkjs compound graph 自動計算節點位置
  - 收合時群組為葉節點, 展開時子服務納入 compound layout
  - 邊線參與跨群組排版
  - 異步計算, 失敗時 fallback 原位置
- GroupNode.tsx: 新增 onToggle/isExpanded props, ChevronDown/Right 圖示
- ServiceTopology.tsx: 整合 elkjs, 展開收合 state, 3 個控制按鈕
  - 全展開 / 全收合 / 只看異常
  - 排版中指示文字

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:29:16 +08:00
OG T
49bfbd573c feat(test): B5 整合測試框架 — 真實 DB, 5/5 通過
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新增:
- docker-compose.test.yml: CI 用臨時 pgvector PostgreSQL (port 15432)
- tests/factories.py: Incident/Approval/Knowledge/RAG 測試資料工廠
- tests/integration/test_b5_core_flows.py: 5 個 E2E 整合測試 (5/5 PASSED 1.03s)
- tests/integration/setup_test_schema.sql: CI schema 初始化 SQL
- cd.yaml: 新增 Integration Tests B5 step
- scripts/sync_dev_db.py: dev DB 同步工具

修正:
- .env.test: DATABASE_URL 指向 awoooi_dev (本機設定, gitignore 不入庫)

禁止 Mock 鐵律: 所有 DB 測試使用真實 PostgreSQL, 無 SQLite/MagicMock

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:22:57 +08:00
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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- 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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CD Pipeline / build-and-deploy (push) Failing after 3m57s
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E2E Health Check / e2e-health (push) Successful in 35s
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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