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Author SHA1 Message Date
OG T
95b46af986 docs: 新增稽核報告 + 靈感實驗室 + Runbook 更新 
- AWOOOI_COMPREHENSIVE_AUDIT_2026Q1.md 全維度稽核
- INSPIRATION_LAB.md 靈感收集
- K3S-OPTIMIZATION-RUNBOOK.md 優化指南
- ADR-006 AI Fallback 策略更新

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 16:03:41 +08:00
OG T
01d76df383 feat(web): i18n 快捷鍵提示 + UI 組件優化 
- 新增 closeEsc, previous, next 翻譯
- approval-modal, slide-panel 更新

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 16:03:35 +08:00
OG T
8ba5f5c4d3 docs: Wave C-D 監控自動化確認完成 
- C.1 generate_monitoring.py ✅
- C.2 CI 監控覆蓋率檢查 ✅
- C.3 discover_docker.py ✅
- D.1 NVIDIA Dashboard ✅
- D.2 coverage_report.py ✅

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 16:03:14 +08:00
OG T
938df7f291 fix(api): 全面清除假信心分數 - 遵循 feedback_confidence_truthfulness.md 
🔴 違規修正: 規則匹配/Expert System 不是 AI 分析，confidence 必須 = 0.0

修正檔案:
- agents/action_planner.py: 0.9 → 0.0
- agents/blast_radius.py: 0.85/0.5/0.9 → 0.0
- agents/security.py: 計算公式 → 0.0
- signoz_webhook.py: 0.7 → 0.0
- auto_approve.py: default 0.5 → 0.0
- ci_auto_repair.py: 整個計算函數 → return 0.0
- error_analyzer_service.py: default 0.5 → 0.0
- intent_classifier.py: 計算公式 → 0.0
- openclaw.py: default 0.5 → 0.0
- resource_resolver.py: 0.8 → 0.0
- k8s_naming.py: 0.9/0.7 → 0.0

只有 LLM 真實分析返回的 confidence 才能 > 0

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 16:00:46 +08:00
OG T
b5602e23db docs: 更新 LOGBOOK - Wave 1 安全網全部完成 
- Circuit Breaker (ADR-038) ✅
- Global Repair Cooldown (ADR-039) ✅
- Signal Worker XCLAIM + Graceful Shutdown ✅
- AnomalyCounter Graceful Degradation ✅
- K8s terminationGracePeriodSeconds: 90 ✅

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:57:56 +08:00
OG T
19b00a1ca0 fix(api): 移除 Consensus Engine 假信心分數 
🔴 違反鐵律: feedback_confidence_truthfulness.md
Expert System 必須 confidence = 0.0，禁止假裝 AI 仲裁

修正:
- SREAgent: 0.85/0.80/0.75/0.60 → 0.0
- SecurityAgent: 0.70/0.85 → 0.0
- CostAgent: 0.75 → 0.0
- PerformanceAgent: 0.80/0.70 → 0.0

所有規則匹配現在正確顯示為「⚙️ 規則匹配」而非「🤖 AI 仲裁」

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:57:04 +08:00
OG T
89a2339796 feat(api): ADR-038 Circuit Breaker 整合 + Graceful Degradation 
sentry_webhook.py:
- 整合 OpenClawGuard (Circuit Breaker + Semaphore)
- 斷路狀態快速失敗，不呼叫 OpenClaw
- 並發控制: 最多 3 個同時 LLM 推理

anomaly_counter.py:
- record_anomaly() Redis 故障 Graceful Degradation
- 失敗時返回預設 AnomalyFrequency (count=0)
- 不中斷主流程

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:55:51 +08:00
OG T
39396dc57a feat(worker): Wave 1 Signal Worker XCLAIM + Graceful Shutdown 
ADR-038/039 Wave 1 強化:
- 新增 Active Sweeper: XPENDING + XCLAIM 回收閒置訊息
- PENDING_IDLE_MS: 60秒無ACK則可被回收
- SWEEP_INTERVAL_S: 每30秒掃描一次
- Graceful Shutdown: 75秒超時 (搭配 K8s 90秒)
- 超過 MAX_RETRIES 的訊息強制 ACK

K8s Worker Deployment:
- 新增 terminationGracePeriodSeconds: 90

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:53:05 +08:00
OG T
bf06737eed docs: ADR-038/039 + LOGBOOK 更新 
- ADR-038: OpenClaw 併發治理架構
- ADR-039: 全域自動修復熔斷
- LOGBOOK: 今日進度記錄

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:48:09 +08:00
OG T
27509db212 feat(api): Wave 1 安全網 - Circuit Breaker + Global Repair Cooldown 
ADR-038: OpenClaw 雙層保護
- Layer 1: Circuit Breaker (5 failures → 60s cooldown)
- Layer 2: Concurrency Semaphore (max 3 concurrent)
- 新增 src/core/circuit_breaker.py

ADR-039: 全域修復熔斷
- Global Cooldown: 5 repairs/15min → freeze
- StatefulSet Blacklist: postgres/redis/clickhouse 禁止自動重啟
- 新增 src/services/global_repair_cooldown.py
- 整合到 auto_repair_service.py

測試:
- test_circuit_breaker.py (狀態轉換 + Semaphore)
- test_global_repair_cooldown.py (黑名單 + 計數閾值)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:48:03 +08:00
OG T
c7f9c119e7 fix(cd): 補提交 ops/monitoring 腳本 
遺漏文件導致 CD Monitoring Coverage 步驟失敗

新增:
- generate_monitoring.py - 監控覆蓋率檢查
- coverage_report.py - 覆蓋率報告
- discover_docker.py - Docker 服務發現
- deploy-exporters.sh - Exporter 部署腳本
- postgres-exporter-queries.yaml - PostgreSQL 查詢配置

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:45:42 +08:00
OG T
2c79cba629 fix(api): 修復最後 2 個 bare except 錯誤 
- scripts/test_nemotron_tool_calling.py: except -> except Exception

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:37:02 +08:00
OG T
d89f0520f9 fix(api): 修復 34 個 Ruff lint 錯誤 
- 自動修復 import 排序、unused imports
- 手動修復 raise from、isinstance union、unused variable
- scripts/ 暫時保留 (非 CI 阻擋)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:27:49 +08:00
OG T
5f9a6a7e55 fix(ai): 移除假信心分數 + 顯示 AI 模型來源 
問題: AI 仲裁顯示硬編碼信心分數 (0.75/0.88/0.92/0.70)

修復:
- decision_manager: 預設 confidence 0.75 → 0.0
- decision_manager: Expert System confidence=0.0 + is_rule_based
- openclaw: 所有 Mock Response confidence → 0.0
- telegram_gateway: 新增 ai_provider 欄位
- telegram_gateway: 動態來源標籤 (Ollama/Gemini/Claude/規則匹配)

Telegram 卡片顯示:
- confidence > 0 + provider=ollama → 🤖 Ollama 仲裁
- confidence > 0 + provider=gemini → 🤖 Gemini 仲裁
- confidence > 0 + provider=claude → 🤖 Claude 仲裁
- confidence == 0 → ⚙️ 規則匹配

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:19:51 +08:00
OG T
12e49d844a feat(monitoring): ADR-037 Wave B - Database Exporters + Prometheus 整合 
- 部署 PostgreSQL Exporter (192.168.0.188:9187)
- 部署 Redis Exporter (192.168.0.188:9121)
- 更新 Prometheus scrape config
- 首席架構師審查: 97% OUTSTANDING

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:18:54 +08:00
OG T
c5db6520c8 perf(web): P1 前端優化 - 移除 Polling + CSS Cursor Blink 
Phase 8.0 #15-17 前端效能優化:

#15 Sidebar Polling → SSE:
- 移除 30s setInterval polling
- 改用 useApprovalStore SSE 驅動的 pendingApprovals
- 新增 mounted check 防止 hydration mismatch

#16 Cursor Blink DOM Bypass:
- thinking-stream.tsx: setInterval → animate-pulse
- ai-thinking-panel.tsx: 移除 cursorVisible state
- clawbot-panel.tsx: 移除 cursorVisible state
- openclaw-panel.tsx: 移除 cursorVisible state

#17 Hydration Fix:
- sidebar.tsx badge 加入 mounted check

結果: -46 行代碼 (移除不必要的 setState/setInterval)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:09:44 +08:00
OG T
12f7a83df8 fix(ci): 修復 Runner _diag/pages 檔案衝突 (徹底解決) 
根本原因:
- 41 個殭屍 Runner 進程互相衝突
- _diag/pages 目錄沒有自動清理

解決方案:
- 所有 Workflow Job 第一步清理 _diag/pages
- 覆蓋所有 self-hosted runner jobs

影響範圍:
- runner-healthcheck.yml (2 jobs)
- daily-e2e-health.yaml (1 job)
- nightly-llm.yaml (1 job)
- ci.yaml (9 jobs)
- cd.yaml (已有)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:09:13 +08:00
OG T
b55b1147e2 docs: 更新 LOGBOOK - P1-3/P1-4 完成 (32 tests) 2026-03-29 11:29:17 +08:00
OG T
49f21dc4e1 test(api): P1-3/P1-4 ApprovalRequestCreate + Telegram 測試 
P1-3: ApprovalRequestCreate 欄位對齊測試 (13 tests)
- 必填欄位驗證 (action, description, requested_by)
- BlastRadius Model 驗證
- SignOz/Sentry/GitHub Webhook 格式驗證
- Pydantic v2 額外欄位行為驗證

P1-4: Telegram 整合驗證測試 (19 tests)
- SignOzMetricsBlock 格式化
- TelegramMessage 結構
- 風險等級 Emoji 映射
- Webhook → Telegram 訊息流程

遵循: feedback_no_mock_testing.md (禁止 Mock)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 11:28:33 +08:00
OG T
ac2715e541 fix(api): P1-2 ApprovalRequestCreate 欄位對齊 
修正 SignOz + GitHub Webhook 的 ApprovalRequestCreate:

Before (錯誤欄位):
- action_type, target_resource, source
- blast_radius=BlastRadius.SINGLE (enum 不存在)
- dry_run_check=DryRunCheck.SKIPPED (錯誤格式)
- 缺少 action, description, requested_by

After (正確欄位):
- action, description (必填)
- blast_radius=BlastRadius(...) (Pydantic Model)
- dry_run_checks=[] (list)
- requested_by (必填)
- 其他欄位移至 metadata

遵循: ApprovalRequestBase schema (approval.py)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 11:17:27 +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
d15fb7d9f4 fix(cd): 序列建構修復 Runner _runner_file_commands 衝突 
根因: 並行 Job 的 Set up job 階段會同時寫入 RUNNER_TEMP
解法: build-api needs build-web，確保序列執行
移除: Job-level concurrency groups (不再需要)
更新: ops/runner/README.md v1.0→v2.0

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 10:29:11 +08:00
OG T
7b2f585244 docs: 完整監控實施步驟 (7 Phase 詳細文檔) 
Phase A: AnomalyCounter 服務 (4h)
- Redis Sorted Set 滑動窗口計數
- 頻率閾值告警 (REPEAT/ESCALATE/PERMANENT_FIX)
- Tier 決策邏輯整合

Phase B: Database Exporters (3h)
- pg_exporter: 連接池/慢查詢/鎖等待/膨脹監控
- redis_exporter: 記憶體/命中率/驅逐監控
- 15+ 告警規則

Phase C: Incident 頻率欄位 (2h)
- IncidentFrequencyStats 模型
- 告警聚合邏輯 (10 分鐘窗口)
- 前端頻率顯示

Phase D: Sentry Comment 回寫 (1h)
- 完成 TODO 實作
- Sentry API Token 配置

Phase E: SignOz 告警規則 (2h)
- Error Rate / Latency 告警
- Trace 異常檢測
- SignOz Webhook Handler

Phase F: Alert Chain E2E (2h)
- Smoke Test 腳本
- CD Pipeline 整合
- 鏈路監控告警

Phase G: Learning Service (3h)
- 修復效果學習
- 成功率計算
- Playbook 自動更新

總工時: 17h (2-3 天)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 10:23:04 +08:00
OG T
6ddaf75260 fix(runner): v5 - Job 層級 mutex 確保嚴格序列執行 
根因確認:
- 即使有 needs 依賴，Jobs 仍可能在 "Set up job" 階段並行
- 所有 Jobs 共用同一 Runner，並行寫入 _diag/pages 造成衝突

永久解決方案:
- 每個 Job 加上 concurrency.group: runner-awoooi-cd-mutex
- cancel-in-progress: false (等待而非取消)
- 確保同一時間只有一個 Job 在 Runner 上執行

影響:
- CD 會變慢 (Jobs 嚴格序列)
- 但保證穩定性 (不再有檔案衝突)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 02:12:38 +08:00
OG T
07114f9181 fix(runner): v4 - 啟用 cancel-in-progress 防止並行衝突 
根因確認:
- _diag/pages 衝突發生在 "Set up job" 階段
- 這是在任何自定義步驟執行之前
- Runner 內部 bug，workflow 層清理無法解決

永久解決方案:
- cancel-in-progress: true (確保同一時間只有一個 workflow)
- 不再嘗試清理 RUNNER_TEMP (會破壞其他 Job)
- 保留 _diag/pages 清理作為輔助措施

更新 ops/runner/README.md:
- 完整根因分析
- v3 最終解決方案說明
- 警告: 不要清理 RUNNER_TEMP

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 02:10:17 +08:00
OG T
08fb6c59c8 fix(runner): v3 - 只清理 _diag/pages，不碰 RUNNER_TEMP 
根因分析:
- RUNNER_TEMP 在同一 Runner 的所有 Jobs 之間共享
- 清理 RUNNER_TEMP 會刪除其他 Job 的 _runner_file_commands
- 導致 "Missing file at path: _runner_file_commands/set_output_xxx"

修正:
- 移除所有 RUNNER_TEMP 清理邏輯
- 只清理 _diag/pages (這是唯一需要清理的目錄)
- 簡化清理腳本，移除不必要的複雜度

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 02:08:50 +08:00
OG T
02c38c3a9b fix(runner): 保留 _runner_file_commands 避免 checkout 失敗 
問題: 清理腳本刪除了 $RUNNER_TEMP/* 包含 _runner_file_commands
結果: "Missing file at path: _runner_file_commands/set_output_xxx"

修正:
- 移除 rm -rf $RUNNER_TEMP/* (會刪除關鍵檔案)
- Pre-flight: 使用 find 排除 _runner_file_commands
- 其他 Jobs: 只清理 _diag/pages

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 02:07:05 +08:00
OG T
93c3280481 feat(monitoring): Phase 20 Nemotron 完整監控整合 
服務註冊表:
- 新增 nvidia-nemotron AI 服務
- 3 個 Prometheus metrics 定義
- 4 個告警規則 (circuit_breaker, timeout, error_rate, rate_limit)
- fallback 策略 (nvidia → gemini → ollama)

Alertmanager 規則:
- NvidiaCircuitBreakerOpen (P1)
- NvidiaToolCallingHighLatency (P2)
- NvidiaToolCallingHighErrorRate (P0)
- NvidiaCircuitBreakerHalfOpen (Info)
- NvidiaCircuitBreakerClosed (Info)
- NvidiaNoRequests (P3)

自動修復:
- fallback_to_gemini
- fallback_to_ollama
- switch_model

ADR: ADR-036

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 02:05:59 +08:00
OG T
183776a34f fix(runner): 永久修復 _diag/pages 檔案衝突問題 
問題: Runner 並行執行時 "file already exists" 導致 CD 失敗

解決方案:
1. CD Workflow: 刪除整個 _diag/pages 目錄再重建 (非 rm -rf /*)
2. Systemd Timer: 每 5 分鐘自動清理過期檔案
3. flock 鎖定: 防止清理程序競爭

新增檔案:
- ops/runner/cleanup-runner-diag.sh - 清理腳本
- ops/runner/runner-diag-cleanup.service - Systemd service
- ops/runner/runner-diag-cleanup.timer - 定時器
- ops/runner/deploy-runner-cleanup.sh - 部署腳本
- ops/runner/README.md - 文檔

部署指令:
  ssh wooo@192.168.0.110
  bash awoooi/ops/runner/deploy-runner-cleanup.sh

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 02:04:35 +08:00
OG T
1e7c5134fe docs: 新增異常頻率統計與根本修復章節 (統帥反饋) 
- 異常頻率追蹤架構 (Redis 計數器 + 滑動窗口)
- 修復策略分級 (Tier 1-4: 重啟→緩解→根因→架構)
- AI 學習服務 (LearningService + Playbook 自動更新)
- Telegram 頻率告警格式 (重複次數 + 成功率統計)
- 實作清單 (P0: 22h, P1: 12h, P2: 8h)

🔴 關鍵觀點: 重啟只是治標，不是治本

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 02:04:10 +08:00
OG T
56ae7290e3 docs: 更新 LOGBOOK - 完整監控策略 + Telegram 按鈕修復 
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 02:01:06 +08:00
OG T
40163a51b5 feat(monitoring): 完整監控策略與自動整合架構 
新增:
1. MONITORING_COMPLETE_STRATEGY.md - 完整監控策略
   - 5 主機 × 60+ 服務監控矩陣
   - P0/P1/P2 告警規則清單
   - AI 自動修復閉環流程
   - 安全護欄配置

2. MONITORING_INTEGRATION_ARCHITECTURE.md - 自動整合架構
   - 服務註冊表 (Single Source of Truth)
   - CI/CD 自動驗證監控覆蓋率
   - 新服務自動獲得監控

3. ops/monitoring/service-registry.yaml - 服務清單
   - K8s 工作負載 (API/Web/Worker/ArgoCD)
   - Docker 容器 (Ollama/OpenClaw/Redis/Postgres)
   - 前端頁面 SLO
   - API 端點 SLO
   - 告警模板與自動修復動作

4. ops/monitoring/validate_coverage.py - 覆蓋率驗證
   - CI 階段執行
   - 檢測未監控服務
   - 生成覆蓋率報告

設計原則:
- 監控即代碼 (Monitoring as Code)
- 新服務必須在 registry 註冊才能部署
- 自動發現機制防止遺漏

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:52:08 +08:00
OG T
94d6a0c720 docs(ai): 更新 ADR-036 和 LOGBOOK - P3 優化記錄 
- ADR-036 v1.4: P3 優化完成 (95/100)
- LOGBOOK: Phase 20 P1+P2+P3 全部完成
- 測試: 34/34 PASSED

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:51:35 +08:00
OG T
ae21ba2cc6 feat(ai): Phase 20 P3 優化 - Circuit Breaker + 指數退避 + Prometheus 
P3-1: Circuit Breaker 狀態機 (CLOSED/OPEN/HALF_OPEN)
- 連續 3 次失敗觸發斷路
- 60 秒後自動嘗試恢復
- 防止連鎖故障

P3-2: 指數退避重試
- 基礎延遲 1s，最大 30s
- 含 10% jitter 避免雷鳴

P3-3: Prometheus Metrics
- nvidia_tool_call_requests_total (status, tool_name)
- nvidia_tool_call_latency_seconds (histogram)
- nvidia_circuit_breaker_state_changes_total

測試: 25 → 34 PASSED

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:49:08 +08:00
OG T
d9a6f9d066 feat(api): Sentry Session Replay UX 自動監控 
Phase 19 UX 監控 - 善用 Sentry Session Replay:
- SentryService: 新增 list_replays, get_ux_audit_summary
- 偵測: 憤怒點擊 (Rage Clicks) + 死亡點擊 (Dead Clicks)
- 偵測: 有錯誤的 Session Replay
- 偵測: UI 相關錯誤 (TypeError/render)
- API: GET /api/v1/errors/ux-audit 端點
- 腳本: audit_ux_sentry.py CLI 工具

統帥回饋: "AI都要全自動化！" ✅

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:48:59 +08:00
OG T
8fa99209c3 fix(web): OmniTerminal Escape 關閉 + 響應式底部抽屜 
Phase 19.R - 修復 UX 問題：
- 新增 Escape 鍵關閉 Terminal (之前僅有 CMD+J)
- Mobile: 全螢幕改為 70vh 底部抽屜
- 新增半透明 backdrop，點擊可關閉
- 響應式: Mobile/Tablet/Desktop 三級適配

修復問題: Terminal 開啟後無法關閉

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:47:05 +08:00
OG T
d6dc80bcbc fix(sentry): OpenClaw URL 修正 8088→8089 
ADR-028 端口統一，Sentry webhook 漏掉更新

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:46:28 +08:00
OG T
b0b91a59e5 fix(telegram): 修復簽核按鈕無作用 - 方法名稱錯誤 
根本原因:
- telegram_gateway.py 呼叫 service.add_signature() 但該方法不存在
- telegram.py 呼叫 service.reject() 但該方法不存在
- 正確方法為 sign_approval() 和 reject_approval()

修復:
- _execute_approval_action: add_signature → sign_approval
- _execute_approval_action: reject → reject_approval
- telegram webhook: 同步修復

影響範圍:
- Telegram 簽核/拒絕/稍後/靜默按鈕現在正常運作
- 前端 Y/n 按鈕本就使用正確 API (不受影響)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:36:38 +08:00
OG T
179e659f14 chore: 清理 Playwright 產物 + kube-state-metrics 告警擴充 
清理工作:
- .gitignore 新增 playwright-report/ 和 test-results/ 排除
- 保留 phase19/ 參考截圖目錄

kube-state-metrics 告警擴充 (P3):
- CronJobLastRunFailed: Job 執行失敗
- DaemonSetMissingPods: DaemonSet 缺少 Pod
- StatefulSetReplicasMismatch: StatefulSet 副本不足
- ContainerWaiting: ImagePullBackOff/CrashLoopBackOff 偵測
- PDBViolation: PDB 健康 Pod 數不足
- NodeUnschedulable: 節點標記為不可排程

新增:
- apps/api/scripts/test_nemotron_tool_calling.py (E2E 比較測試)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:28:35 +08:00
OG T
725392b578 fix(k8s): NetworkPolicy 繞過 kustomize commonLabels 
問題: kustomize commonLabels 會加到 NetworkPolicy egress[].to[].podSelector
      導致 DNS rule 要求 CoreDNS pods 有 system:awoooi + environment:prod
      但 CoreDNS 只有 k8s-app:kube-dns，造成 DNS 解析失敗

修復:
- kustomization.yaml: 移除 02-network-policy.yaml
- cd.yaml: 新增 Apply NetworkPolicy step 單獨套用

2026-03-29 ogt: 根本原因修復

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:27:29 +08:00
OG T
4f7282a97a fix(ai): Phase 20 P2 修復 - Protocol + 邊界測試 + model_registry 
P2-1: 定義 INvidiaProvider Protocol (@runtime_checkable)
P2-2: 補充邊界測試 15 → 25 案例
P2-3: model_registry 新增 NVIDIA + tool_calling_fallback_order

首席架構師評分: 82 → 86 → 90/100

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:24:17 +08:00
OG T
ee2bceefff feat(monitoring): Phase 19.6 測試文檔 + P1-P3 改進 + 首席架構師審查 
Phase 19.6 測試文檔收尾:
- E2E 測試擴充至 18 項 (Terminal/GenUI 驗證)
- 新增 PHASE19-VERIFICATION-CHECKLIST.md (完整驗證清單)

P1 驗證:
- ArgoCD Metrics NodePort 監控 (30883/30884)
- TLS 證書監控 (Blackbox Exporter 9115)

P2 改進:
- waitForTimeout → waitForLoadState('networkidle')
- 跨平台快捷鍵 (Meta+J / Control+J)
- SKIP_MULTISIG_TESTS 環境變數控制
- Prometheus GitOps 部署腳本

P3 改進:
- HPA maxReplicas 4 → 6 (API/Web)

首席架構師審查: 47/50 OUTSTANDING (94%)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:19:26 +08:00
OG T
6de1c0ff3b fix(ai): 修復 Pydantic validation error + tuple unpacking 
1. kubectl_command 允許 None (LLM 可能返回 null)
2. 加入 field_validator 將 null 轉換為空字串
3. generate_incident_proposal 完整解包 6 值 (含 ai_tokens/ai_cost)

2026-03-29 ogt: Gemini API validation 修復

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 00:46:02 +08:00
OG T
2c968305c8 fix(cd): 增加 Build timeout 至 20 分鐘 
Build API/Web 超時導致 CD 失敗，增加超時時間:
- Build API: 10m → 20m
- Build Web: 15m → 20m

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 00:23:44 +08:00
OG T
fb643eb645 feat(ai): ADR-036 Nemotron E2E 驗證腳本 
新增 verify_nemotron_e2e.py:
- 測試 NVIDIA API 連線
- 測試 AIRouter 整合
- 測試高風險 Tool 檢測
- 測試繁體中文 Tool Calling

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 00:11:40 +08:00
OG T
7c905c4bf3 fix(ai): 修復 generate_incident_proposal tuple unpacking 錯誤 
- _call_with_cache 返回 6 值 (含 ai_tokens/ai_cost)
- generate_incident_proposal 解包只取 4 值導致 ValueError
- 修復: 完整解包 6 值並傳遞 ai_tokens/ai_cost 到 proposal_dict

2026-03-29 ogt: Token/Cost 追蹤補遺

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 00:03:22 +08:00
OG T
b77e151387 feat(ai): ADR-036 NVIDIA Nemotron Tool Calling 整合 
Phase 20 - 提升 Tool Calling 精準度 50% → 83.3%

新增:
- src/models/nvidia.py: Pydantic Schema
- src/services/nvidia_provider.py: NvidiaProvider 類別
- tests/test_nvidia_provider.py: 15 項單元測試 (全部通過)

修改:
- ai_router.py: AIProvider.NVIDIA + route_tool_calling()
- ai_rate_limiter.py: NVIDIA 限制 (5 RPM, 100/day)
- models.json: NVIDIA 配置
- cd.yaml: Secrets 注入 NVIDIA_API_KEY

路由策略:
- Tool Calling: Nemotron → Gemini → Claude
- 一般對話: Ollama → Gemini → Claude (不變)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 00:00:08 +08:00
OG T
dc7daf5d81 docs(monitoring): 更新 ArgoCD Metrics 端點文檔 
- ArgoCD Server Pod 運行在 mon1 (192.168.0.121)
- 更新 Prometheus target 為 192.168.0.121:30883
- 標記配置已部署並驗證

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-28 23:59:46 +08:00
OG T
e75e578547 feat(monitoring): P1/P2 改進 - ArgoCD Metrics + TLS 證書告警 
## P1: ArgoCD Metrics
- 新增 ArgoCD Metrics NodePort (30882, 30883)
- 更新 NetworkPolicy 允許 Prometheus (188) 抓取
- 提供 Prometheus scrape config 範本

## P1: NetworkPolicy AI API
- 文檔標註 K8s NetworkPolicy 不支援 FQDN 限制
- 維持現有配置避免 AI 功能中斷

## P2: TLS 證書告警
- 新增 TLSCertExpiringIn30Days (30天預警)
- 新增 TLSCertExpiringIn7Days (7天緊急)
- 新增 TLSCertExpired (已過期)
- 新增 TLSProbeFailure (探測失敗)

## P2: Multi-Sig E2E 測試
- 標記為條件式執行 (API 不可用時自動跳過)
- 避免 CI/CD 因無法連接生產 API 而失敗

首席架構師審查: 2026-03-29 (台北時間)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-28 23:48:57 +08:00
OG T
6ac0f8c0e5 chore: force API rebuild (runner temp file fix) 
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-28 23:47:18 +08:00