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17 Commits

Author SHA1 Message Date
ogt
ca5ed596dc fix(incidents): bind durable readback tenant context 2026-07-11 20:34:52 +08:00
Your Name
f99305e481 feat(km): add full corpus asset taxonomy readback
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2026-07-03 16:12:58 +08:00
Your Name
b4055c5915 feat(embedding): ADR-110 升級 bge-m3:latest 1024 維向量
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GCP-A (34.143.170.20) 無 nomic-embed-text，改用 bge-m3:latest（專用
多語言 embedding 模型），產生 1024 維向量。

變更：
- embedding_service.py: 加入 bge-m3:latest=1024 維到 MODEL_DIMENSIONS，
  預設模型改為 bge-m3:latest，更新文件說明
- playbook_embedding_repository.py + interfaces.py: 更新維度說明
- migrations/embedding_bge_m3_1024.sql: pgvector schema 遷移
  rag_chunks + playbook_embeddings vector(768) → vector(1024)
- scripts/reembed_bge_m3.py: 遷移後重新嵌入現有資料的 script

遷移步驟：
  1. 執行 embedding_bge_m3_1024.sql（清空現有 768 維向量，變更維度）
  2. 執行 python scripts/reembed_bge_m3.py 重新嵌入

2026-05-04 ogt + Claude Sonnet 4.6

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-04 11:18:20 +08:00
OG T
9d6aa7ea45 feat(trust): ADR-088 Trust Score 持久化 — L4 自動放行核心
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TrustScoreManager 從記憶體升級為 PostgreSQL 持久化，
Pod 重啟後信任分數不再歸零，AI 能真正累積到 L4 自動放行門檻。

變更:
- migrations/adr088_trust_score_persistence.sql: trust_records 表
- db/models.py: TrustRecordDB ORM model
- repositories/interfaces.py: ITrustRepository Protocol
- repositories/trust_repository.py: PG upsert ON CONFLICT DO UPDATE
- services/trust_engine.py: bulk_load() 啟動 warm-up
- services/learning_service.py: _persist_trust() + 2 call sites
- main.py: 啟動時 load_all() → bulk_load()

流程: 批准 5 次 → score=5 寫入 DB → Pod 重啟 → warm-up 讀回
      → evaluate_adjusted_risk MEDIUM→LOW → 自動執行

2026-04-17 ogt + Claude Sonnet 4.6（亞太）: ADR-088

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-17 16:14:44 +08:00
OG T
cddc4cb1fc fix(knowledge): 首席架構師 Review 修復 C1+C2+I1+I2 (71→~88/100)
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C1: IKnowledgeRepository Protocol 補齊 save_embedding + semantic_search +
    list_unembedded_entries，恢復 Interface 先行保護層

C2: embed_all_entries Service 層 raw SQL 移至 Repository.list_unembedded_entries()
    Service 改透過 Protocol 呼叫，符合 leWOOOgo 積木化原則

I1: asyncio.create_task 加入 _pending_tasks set 持有引用，防 GC 回收與
    Shutdown 時 Task 遺失；task done 後自動 discard

I2: OllamaEmbeddingService 從每次 new 改為 KnowledgeService.__init__ 注入，
    單一實例重用

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-04 11:22:38 +08:00
OG T
d8be78b135 feat(api): Knowledge Base Phase 1 後端四層架構
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- models/knowledge.py: Pydantic Schema (EntryType/Source/Status/CRUD)
- db/models.py: KnowledgeEntryRecord ORM (PostgreSQL)
- repositories/interfaces.py: IKnowledgeRepository Protocol
- repositories/knowledge_repository.py: PostgreSQL CRUD 實作
- services/knowledge_service.py: 業務邏輯 (get_db_context 內部管理 session)
- api/v1/knowledge.py: REST Router (get_knowledge_service，無直接 DB 存取)
- main.py: 掛載 Knowledge Base Router
- k8s/jobs/migrate-knowledge-entries.yaml: DB Migration Job

API 端點: GET/POST / | GET/PATCH/DELETE /{id} | POST /{id}/approve
         GET /search | GET /categories

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-02 00:55:56 +08:00
OG T
e7e3fc8e00 refactor(api): Phase 22 P2 Protocol 簽名修正 + 缺失方法補齊
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- IApprovalRepository.create() 簽名由 ApprovalRequestCreate 改為 dict (與實作一致)
- 補齊 find_by_fingerprint() 和 increment_hit_count() Protocol 方法

2026-03-31 Claude Code (首席架構師 P2 修復)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 16:28:37 +08:00
OG T
770586dd85 feat(api): Phase 18.3 K8s Executor 整合自動修復
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2026-03-31 Claude Code (統帥批准)

新增功能:
- execute_auto_repair() 實際執行 K8s 操作
  - restart_deployment: rollout restart
  - restart_pod: 刪除 Pod 觸發重建
  - clear_cache: 安全清理 Redis 快取

安全機制:
- _check_repair_cooldown(): 防止修復風暴
  - 同一資源 5 分鐘內最多修復 3 次
  - 超過限制升級為 MEDIUM 風險
  - Redis 計數器 + 自動過期

修復閉環完整流程:
執行失敗 → FailureWatcher → AI 分析 → 風險評估
├─ LOW + 冷卻期內 → 自動修復 → 揭露通知
└─ MEDIUM/CRITICAL 或超限 → Telegram 請求授權

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 12:10:52 +08:00
OG T
8e2d7c3706 feat(api): Phase 18.2 FailureWatcher 失敗自動修復閉環
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2026-03-31 Claude Code (統帥批准)

新增:
- IFailureWatcher Protocol (interfaces.py)
- FailureWatcherService 失敗監聽服務
  - AI 分析失敗原因 (規則引擎 + LLM 深度分析)
  - 風險等級評估 (LOW/MEDIUM/CRITICAL)
  - LOW 風險自動修復 (Phase 18.3 實際執行)
  - MEDIUM/CRITICAL 推送 Telegram 請求授權

整合:
- executor._write_audit_log() 失敗時觸發 FailureWatcher
- 失敗分類寫入 AuditLog.failure_classification
- 自動修復結果寫入 AuditLog.auto_repair_result

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 12:01:56 +08:00
OG T
13bb1496b0 refactor(api): Phase B P1 可靠性強化 (2 項)
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1. send_cicd_progress 重試機制 (指數退避 1,2,4 秒)
2. K8s Repository 封裝 (IK8sRepository + K8sRepository)

首席架構師審查 P1 改進 - 模組化合規

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-30 01:52:59 +08:00
OG T
f5b19cf108 feat(learning): 實作 Playbook 信心度調整機制 (ADR-030) 
- 新增 _promote_playbook: 高評分提升信心度 +0.1
- 新增 _demote_playbook: 低評分降低信心度 -0.15
- 新增 find_by_source_incident: 按 incident_id 查詢 Playbook
- 新增 adjust_confidence: 信心度調整 + 狀態自動轉換
- 新增 Playbook.failure_rate 屬性

自動狀態轉換:
- ai_confidence >= 0.9 + DRAFT → 自動 APPROVED
- ai_confidence < 0.3 + failure_rate > 50% → 自動 DEPRECATED

測試: 13 案例全部通過

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 22:10:49 +08:00
OG T
50c055b547 feat(api): Phase D-G P0 修正 - Learning Repository 積木化 
新增:
- ILearningRepository Protocol (interfaces.py)
- LearningRepository (Redis 持久化層)
- Learning API 端點 (/api/v1/learning/*)
- LearningService.get_recommended_fix() 方法
- LearningService.get_learning_summary() 方法

修正:
- Service 不直接依賴 Redis Client (透過 Repository)
- 符合 leWOOOgo 積木化原則
- 首席架構師審查: 74/100 → 92/100

更新:
- ADR-030: 新增 Phase D-G P0 修正章節
- Skill 02: v1.9 → v2.0
- Runner 修復: 序列建構解決 _runner_file_commands 衝突

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 11:03:51 +08:00
OG T
f1b037bb0c refactor(api): playbook_rag.py 模組化改造 (P1 違規修復) 
修復 P1 違規:
- Line 29: Service 直接 import Redis → Repository Pattern
- Line 156: 自建 httpx.AsyncClient → DI 注入

變更:
- 新增 IEmbeddingCacheRepository Protocol (interfaces.py)
- 新增 EmbeddingCacheRepository 實作 (embedding_repository.py)
- PlaybookRAGService 改用 DI 注入 http_client + embedding_cache
- get_playbook_rag_service() 改為 async factory
- PlaybookService 改用 lazy initialization

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-27 10:07:30 +08:00
OG T
698687f092 feat(api): #7 Playbook 萃取功能 (Phase 7.1-7.4) 
實作內容:
- models/playbook.py: Playbook 資料模型 + Request/Response
- repositories/playbook_repository.py: Redis 雙層儲存
- repositories/interfaces.py: IPlaybookRepository Protocol
- services/playbook_service.py: 業務邏輯 (萃取/推薦/核准)
- api/v1/playbooks.py: REST API 端點

API 端點:
- POST /playbooks/extract/{incident_id} - 從成功案例萃取
- POST /playbooks/recommend - 症狀匹配推薦
- POST /playbooks/{id}/approve - 人工核准
- GET/PATCH/DELETE /playbooks/{id} - CRUD

遵循 leWOOOgo 積木化: Router → Service → Repository

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-26 10:54:13 +08:00
OG T
e7f361db50 refactor(api): Phase 17 metrics.py Router 層違規修復 
移除 Router 層直接 DB 存取，遵循 leWOOOgo 積木化原則：
- 新增 IMetricsRepository Protocol (interfaces.py)
- 新增 MetricsDBRepository 封裝 DB 查詢
- 新增 MetricsService 封裝業務邏輯
- Router 層只做 HTTP 轉發

架構: Router → Service → Repository → PostgreSQL

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-26 10:01:57 +08:00
OG T
4b3d98cd0b fix(api): 修復 Repository 層 lint 錯誤 
- 移除未使用的 imports
- 修正 import 排序

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-25 22:25:52 +08:00
OG T
fe76d0b108 feat(api): Phase 16 R3.1-R3.2 Repository 介面定義 
新增:
- IApprovalRepository Protocol
- IIncidentRepository Protocol
- ITimelineRepository Protocol

設計: DI 友好的 Protocol 介面，Service 層只依賴抽象

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-25 21:17:51 +08:00