Commit Graph

254 Commits

Author SHA1 Message Date
Your Name
bc295eaec2 fix(ci): allow user service for gitea host runner
Some checks failed
Code Review / ai-code-review (push) Has been cancelled
2026-05-01 16:24:45 +08:00
Your Name
cb5ab900c4 fix(ci): preserve gitea runner jobs on shutdown
All checks were successful
Code Review / ai-code-review (push) Successful in 46s
2026-05-01 16:16:27 +08:00
Your Name
b0da6da1e9 feat(aiops): structure agent loop shadow output
Some checks failed
CD Pipeline / tests (push) Successful in 2m50s
Code Review / ai-code-review (push) Successful in 33s
CD Pipeline / build-and-deploy (push) Failing after 25m48s
CD Pipeline / post-deploy-checks (push) Has been cancelled
2026-05-01 15:09:57 +08:00
Your Name
f8e44971c1 feat(aiops): enable read-only agent loop canary
All checks were successful
CD Pipeline / tests (push) Successful in 1m43s
Code Review / ai-code-review (push) Successful in 31s
CD Pipeline / build-and-deploy (push) Successful in 10m22s
CD Pipeline / post-deploy-checks (push) Successful in 4m3s
2026-05-01 14:20:16 +08:00
Your Name
6ec3f116fd fix(ci): normalize migration database url for psql
All checks were successful
CD Pipeline / tests (push) Successful in 1m30s
Code Review / ai-code-review (push) Successful in 27s
CD Pipeline / build-and-deploy (push) Successful in 13m20s
CD Pipeline / post-deploy-checks (push) Successful in 3m36s
2026-05-01 13:30:32 +08:00
Your Name
7e4d995e4b feat(aiops): add mcp agent loop foundation
Some checks failed
CD Pipeline / tests (push) Successful in 1m59s
Code Review / ai-code-review (push) Successful in 28s
run-migration / migrate (push) Failing after 24s
CD Pipeline / post-deploy-checks (push) Has been cancelled
CD Pipeline / build-and-deploy (push) Has been cancelled
2026-05-01 13:21:19 +08:00
Your Name
9db87f177e fix(aiops): suppress repeated llm alert loops
Some checks failed
CD Pipeline / tests (push) Successful in 1m37s
Code Review / ai-code-review (push) Successful in 28s
CD Pipeline / post-deploy-checks (push) Has been cancelled
CD Pipeline / build-and-deploy (push) Has been cancelled
2026-05-01 13:02:07 +08:00
Your Name
11673d80ea fix(aiops): route backup decisions through ssh
Some checks failed
CD Pipeline / tests (push) Successful in 1m35s
Code Review / ai-code-review (push) Successful in 34s
CD Pipeline / post-deploy-checks (push) Has been cancelled
CD Pipeline / build-and-deploy (push) Has been cancelled
2026-05-01 12:50:01 +08:00
Your Name
3a6acae408 fix(km): add phase25 knowledge enum labels
Some checks failed
CD Pipeline / tests (push) Successful in 2m14s
Code Review / ai-code-review (push) Successful in 26s
run-migration / migrate (push) Failing after 24s
CD Pipeline / build-and-deploy (push) Has been cancelled
CD Pipeline / post-deploy-checks (push) Has been cancelled
2026-05-01 11:03:03 +08:00
Your Name
2c12bce135 fix(aiops): use existing escalation event type
Some checks failed
CD Pipeline / tests (push) Successful in 1m54s
Code Review / ai-code-review (push) Successful in 29s
CD Pipeline / post-deploy-checks (push) Has been cancelled
CD Pipeline / build-and-deploy (push) Has been cancelled
2026-05-01 10:56:59 +08:00
Your Name
97be5dedd7 fix(aiops): escalate failed host verification
Some checks failed
CD Pipeline / tests (push) Successful in 1m27s
Code Review / ai-code-review (push) Successful in 29s
CD Pipeline / post-deploy-checks (push) Has been cancelled
CD Pipeline / build-and-deploy (push) Has been cancelled
2026-05-01 10:47:42 +08:00
Your Name
e4aef6ac4e fix(aiops): block k8s playbooks for host repair
All checks were successful
CD Pipeline / tests (push) Successful in 1m27s
Code Review / ai-code-review (push) Successful in 26s
CD Pipeline / build-and-deploy (push) Successful in 8m6s
CD Pipeline / post-deploy-checks (push) Successful in 3m31s
2026-05-01 10:33:52 +08:00
Your Name
ca22ec2fd2 fix(aiops): route backup failures rule-first
All checks were successful
CD Pipeline / tests (push) Successful in 1m51s
Code Review / ai-code-review (push) Successful in 30s
Deploy Alert Rules / Deploy Prometheus Alert Rules (push) Successful in 42s
CD Pipeline / build-and-deploy (push) Successful in 8m21s
CD Pipeline / post-deploy-checks (push) Successful in 4m18s
2026-05-01 10:11:10 +08:00
Your Name
f154ac022e feat(playbook): version generated playbooks
All checks were successful
CD Pipeline / tests (push) Successful in 1m34s
Code Review / ai-code-review (push) Successful in 28s
Type Sync Check / check-type-sync (push) Successful in 1m10s
CD Pipeline / build-and-deploy (push) Successful in 10m19s
CD Pipeline / post-deploy-checks (push) Successful in 3m1s
2026-04-30 23:59:39 +08:00
Your Name
f0d14ab6c4 fix(aiops): escalate blocked auto repair
Some checks failed
CD Pipeline / tests (push) Successful in 1m33s
Code Review / ai-code-review (push) Successful in 28s
Deploy Alert Rules / Deploy Prometheus Alert Rules (push) Successful in 40s
CD Pipeline / post-deploy-checks (push) Has been cancelled
CD Pipeline / build-and-deploy (push) Has been cancelled
2026-04-30 23:49:17 +08:00
Your Name
6e04fe9c8a feat(playbook): generate drafts with local llm
Some checks failed
CD Pipeline / tests (push) Successful in 1m28s
Code Review / ai-code-review (push) Successful in 29s
Type Sync Check / check-type-sync (push) Failing after 2m41s
CD Pipeline / build-and-deploy (push) Successful in 8m40s
CD Pipeline / post-deploy-checks (push) Successful in 3m10s
2026-04-30 23:04:58 +08:00
Your Name
95110971f3 fix(telegram): close remaining DM alert routes
Some checks failed
CD Pipeline / tests (push) Successful in 1m27s
Code Review / ai-code-review (push) Successful in 29s
CD Pipeline / post-deploy-checks (push) Has been cancelled
CD Pipeline / build-and-deploy (push) Has been cancelled
2026-04-30 23:02:17 +08:00
Your Name
712d3e5a77 fix(ci): send workflow alerts to SRE group
All checks were successful
CD Pipeline / tests (push) Successful in 1m30s
Code Review / ai-code-review (push) Successful in 26s
CD Pipeline / build-and-deploy (push) Successful in 7m48s
CD Pipeline / post-deploy-checks (push) Successful in 2m58s
2026-04-30 15:05:16 +08:00
Your Name
61f5a6a419 fix(telegram): route alerts to SRE war room
Some checks failed
CD Pipeline / tests (push) Has been cancelled
CD Pipeline / build-and-deploy (push) Has been cancelled
CD Pipeline / post-deploy-checks (push) Has been cancelled
Code Review / ai-code-review (push) Has been cancelled
2026-04-30 15:01:23 +08:00
Your Name
ed2a4838f2 fix(auto): use action parser for repair gates
Some checks failed
CD Pipeline / tests (push) Failing after 1m2s
CD Pipeline / build-and-deploy (push) Has been skipped
CD Pipeline / post-deploy-checks (push) Has been skipped
Code Review / ai-code-review (push) Successful in 24s
2026-04-30 14:06:09 +08:00
Your Name
4723499955 fix(cd): install playwright system deps for smoke
All checks were successful
CD Pipeline / tests (push) Successful in 1m34s
Code Review / ai-code-review (push) Successful in 24s
CD Pipeline / build-and-deploy (push) Successful in 6m58s
CD Pipeline / post-deploy-checks (push) Successful in 3m7s
2026-04-30 11:02:12 +08:00
Your Name
e27b462bef fix(ops): keep disabled gitea runner stopped
All checks were successful
Code Review / ai-code-review (push) Successful in 27s
2026-04-30 10:59:46 +08:00
Your Name
0f7e9d3467 fix(cd): run docker builds on host runner
All checks were successful
CD Pipeline / tests (push) Successful in 1m33s
Code Review / ai-code-review (push) Successful in 25s
CD Pipeline / build-and-deploy (push) Successful in 9m20s
CD Pipeline / post-deploy-checks (push) Successful in 1m33s
2026-04-30 10:43:33 +08:00
Your Name
7cc10b2599 fix(cd): serialize gitea docker builds
Some checks failed
CD Pipeline / build-and-deploy (push) Failing after 40s
Code Review / ai-code-review (push) Successful in 24s
2026-04-30 10:11:50 +08:00
Your Name
e91db52858 docs(logbook): record 639bb64 prod deployment [skip ci] 2026-04-30 09:45:48 +08:00
Your Name
639bb64788 feat(flywheel): surface ai automation and code review
Some checks failed
Code Review / ai-code-review (push) Successful in 31s
CD Pipeline / build-and-deploy (push) Failing after 5m23s
2026-04-30 00:09:25 +08:00
Your Name
4a57c2d04f feat(flywheel): expose incident processing timeline
All checks were successful
CD Pipeline / build-and-deploy (push) Successful in 10m56s
2026-04-29 23:38:30 +08:00
Your Name
f5f41543c9 docs: ADR-105 推翻 A2 + LOGBOOK 2026-04-29 LLM 飛輪復活戰
ADR-105 完整記錄推翻 A2 鐵律的決策:
- Context: A2 歷史背景 + 2 個月後事實基礎變化(GPU + qwen2.5:7b)
- Decision: 4 處修改(IntentType.DIAGNOSE override / chain / openclaw.py task_type / 6 regression test)
- Consequences: 正面(飛輪復活)+ 負面(Ollama 單點)+ 已知債(ADR-106-109 後續)
- Validation: 部署前 1635 tests 全綠,部署後 5 項驗證指標
- Rollback: env 切換 / git revert

LOGBOOK 加 2026-04-29 條目:
- 真根因:4 provider 全死 + A2 鐵律排除 Ollama
- CD 連環血淚:5 個 commit 全 failure(setup_test_schema.sql 缺欄)
- 已落地(不依賴 CD):Prometheus 17 條 rule + Gemini sanitize
- Memory 索引同步更新(指向 project_revert_a2_ollama_primary.md)

注意:docs/ 不在 cd.yaml paths trigger,此 commit 不影響 CD。

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-29 20:59:53 +08:00
Your Name
6eb33594c2 docs(logbook): T0 12-Agent 全景驗證紀錄
承接前段 session wave2 (commit 143c15f0) + DB cleanup + Gitea HMAC + ArgoCD/Sentry MCP,
派四位專家並行驗證(critic / db-expert / debugger / tool-expert)。

詳情:B1/B2 鬼魂按鈕 + KM 早期吞例外 + M1-M4 中度問題 + G1-G3 環境治理 gap。
此 commit 主要為 LOGBOOK 索引補齊,本次 P0/P1 修復內容詳見前 2 個 commit。

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-29 10:44:39 +08:00
Your Name
cc547736ab feat(wave6-8): P2.1 fusion + P2.2 governance + P2.4 consensus + Wave 7/8 BLOCKER 修復
承接 Wave 6/7/8 多 engineer 在 agent 限額前完成的代碼,補 commit 解 production
HEAD 隱性 import error(decision_fusion 已被 decision_manager 引用但檔案 untracked)。

新增(後端核心):
- decision_fusion.py (562 行) — P2.1 方法 III(OpenClaw + Hermes + Elephant 三 LLM 融合)
- aiops_timeline.py + aiops_timeline_service.py — critic B4 修復
  /api/v1/aiops/timeline endpoint,DB 存取抽到 service 層遵守 leWOOOgo 積木化
- migrations/p2_decision_fusion_columns.sql + rollback — approval_records fusion 欄位

修改(後端整合):
- decision_manager.py — fusion 三斷鏈修補(critic B1+B2+B3):
  · B1: 寫 _evidence_snapshot_ref 到 token.proposal_data
  · B2: fusion 前計算 complexity_score 並寫 token
  · B3: fusion composite 寫 token.proposal_data["decision_fusion"]
- auto_approve.py — fusion + consensus 認識(critic B3+B5):
  · composite > 0.7 → auto_execute_eligible bypass min_confidence
  · source=consensus_engine + score>=0.6 → 規則可信路徑
- consensus_engine.py — db-fix _save_consensus 重用 agent_sessions
- governance_agent.py — db-fix _alert PG 寫入 ai_governance_events
- approval_db.py — fusion 3 欄位 + 2 partial index + CheckConstraint
- db/models.py — schema 對齊 migration
- core/config.py — vuln #1 修復:OLLAMA_URL/_FALLBACK_URL field_validator
  拒絕公網 IP + 外部域名,僅允許私網/loopback/K8s SVC 白名單
- core/feature_flags.py — P2 fusion + consensus flags
- main.py — governance_agent lifespan 啟動
- failover_alerter.py — Wave8-X2: in-memory dedup fallback(Redis 拒絕後不 fail-open)
- ollama_*.py — metrics 整合 + recovery 改善
- auto_repair_service.py — verifier 接線

新增(測試 2438 行):
- test_decision_fusion.py / test_governance_agent.py / test_consensus_integration.py
- test_p2_db_fixes.py / test_wave8_fusion_fixes.py
- test_config_url_validation.py(vuln #1 12 tests)
- test_failover_alerter.py +Wave8-X2 in-memory dedup 補測

驗收: 116 tests pass (decision_fusion + wave8_fusion + config_url + consensus +
                      governance + p2_db_fixes + failover_alerter)

Conflict resolution:
- 3 檔(config.py + auto_approve.py + decision_manager.py)git stash pop 衝突
  保留 stashed (engineer 最終版),補回 ValueError 「公網 IP」字樣對齊 test

Note: 此 commit 解 production HEAD 隱性 import error
仍未修: vuln #4 prompt injection / debugger B14 quota fail-closed
       / B25-B26 drain_pending_tasks / B8 governance fail alert

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-Authored-By: Multiple Engineers (Wave 6/7/8) <noreply@anthropic.com>
2026-04-27 08:11:40 +08:00
Your Name
7cd53c0228 fix(monitoring): 記憶體告警改用 working_set,停止 page cache 假告警
- alerts-unified.yml:
  - SentryClickHouseMemoryPressure: usage_bytes → working_set_bytes,0.8 → 0.85
  - GiteaMemoryPressure: 同步修正(同樣 page cache 虛高根因)
- ops/monitoring/tests/clickhouse_memory_test.yml: promtool 4 cases
- 04-awoooi-devops-commander.md v2.8: Prometheus 指標選擇規範 + Gitea HMAC Webhook 規範
- LOGBOOK: 記錄 T0 五大並行任務(A 按鈕 / B ClickHouse / C Gitea webhook / D ElephantAlpha / F Code review)

鐵證: 2026-04-23 23:13 sentry-clickhouse usage_bytes=88.5% vs working_set=7.8%
根因: container_memory_usage_bytes 含 OS page cache,OOM killer 不視為壓力
修法: 改用 K8s/cadvisor 認可的 working_set_bytes (RSS + active cache),閾值 0.85

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-26 20:16:12 +08:00
Your Name
689839cd83 docs(logbook): 記錄 2026-04-25 自動化飛輪四修 + Hermes + qwen3
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-25 09:49:50 +08:00
Your Name
d467cac709 fix(hermes): 改用 anthropic Python SDK 直呼,棄用需要 claude CLI 的 claude-agent-sdk
Some checks failed
CD Pipeline / build-and-deploy (push) Has been cancelled
根因:claude-agent-sdk 需要 spawn claude CLI,prod pod 沒有 CLI 所以 SDK 回空。
修法:改用 anthropic.AsyncAnthropic().messages.create() 直呼 API。
model: claude-haiku-4-5-20251001(快速低成本,適合 Telegram QA)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-25 03:08:51 +08:00
Your Name
86ee013cdf feat(hermes-complete): Hermes NL 三項補強 + ConsensusEngine + ADR 收尾
All checks were successful
CD Pipeline / build-and-deploy (push) Successful in 9m32s
## Hermes NL 補強(nl_gateway.py)
- T1 hermes_dispatch_log DB 寫入(asyncio.create_task 非阻擋)
- T2 Redis 速率限制:per-chat_id 20 req/min,fail-open
- T3 Multi-turn session:hermes:session:{chat_id}:{user_id} TTL=300s,最近 3 輪

## ConsensusEngine(ADR-095 宣告式設計)
- consensus_engine.py: CONSENSUS_WEIGHTS class 屬性
  security=0.4 鎖定,9 個 Claude Code agent 分配 0.6
- config.py: ENABLE_12AGENT_CONSENSUS=False feature flag

## ADR 狀態
- ADR-093/094/095: Proposed → 🟡 批准實作中
- 各 ADR 加 v1.1 變更紀錄

## K8s ConfigMap
- prod 04-configmap.yaml: 加 3 個 feature flags(均 false)
- dev 02-configmap.yaml: 同步加入

## LOGBOOK
- 記錄 WS0–WS6 + 補強完成,feature flags 啟用指引

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-25 02:22:40 +08:00
Your Name
55f111e0e3 fix(aiops): correct host alert fallback and resolved stamp
All checks were successful
CD Pipeline / build-and-deploy (push) Successful in 8m54s
2026-04-25 00:14:07 +08:00
Your Name
0d81b28b1b fix(aiops): bound phase2 timeout and repair incident links
All checks were successful
E2E Health Check / e2e-health (push) Successful in 52s
CD Pipeline / build-and-deploy (push) Successful in 9m24s
2026-04-24 23:53:56 +08:00
Your Name
4ea52d8e5d docs(logbook): ADR-092 P2.4+P2.6 完成記錄
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-24 15:58:19 +08:00
Your Name
e75e4678a9 feat(p2.4): Telegram 中間態推播 — 分析中佔位卡 + 完成後自動刪除
Some checks failed
CD Pipeline / build-and-deploy (push) Has been cancelled
P2.4 實作 2026-04-24 ogt + Claude Sonnet 4.6

問題: LLM 分析耗時 10-30s,期間 Telegram 無任何回應,使用者不知系統在處理

修復:
- telegram_gateway.py: 新增 send_analyzing_placeholder() — 發送「AI 正在分析中...」佔位卡
- telegram_gateway.py: 新增 delete_message() — 刪除佔位卡
- webhooks.py: LLM 分析前 3s 內送出佔位卡(超時不阻塞主流程)
- webhooks.py: _push_to_telegram_background 收到 placeholder_message_id → 完整卡發出後刪除佔位卡
- webhooks.py: import asyncio(補缺漏)

效果: 使用者在告警到達 <3s 內即看到「分析中...」訊息,完整卡出現後自動清除

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-24 15:56:26 +08:00
Your Name
04ff22563e fix(aiops-p1): Playbook 學習閉環 5斷點全修 + DB Migration(ADR-092 B4)
Some checks failed
run-migration / migrate (push) Failing after 14s
CD Pipeline / build-and-deploy (push) Failing after 2m7s
【P0.4 補丁】pre_decision_investigator Prometheus query 欄位缺失
- _build_tool_params() 補 "query" 欄位(prometheus_query tool 必要參數)
- 新增 _build_prometheus_query() — 依告警類型生成 PromQL(CPU/Memory/Crash/Disk/HTTP/Pod/fallback)
- 修復後 D3_METRICS 感官維度實際取得資料(原本 100% 回 missing_query_parameter)

【P1 Playbook 學習閉環 B1-B5 全修】
- B2 db/models.py: ApprovalRecord 新增 matched_playbook_id 欄位 + ix_approval_matched_playbook index
- B2 db/models.py: TimelineEvent 新增 incident_id 欄位(MCP 稽核用)+ index
- B3 approval_db.py: record→ApprovalRequest 補回 incident_id + matched_playbook_id
- B4 approval_repository.py: 同 B3(兩個轉換函式必須同步)
- B5 approval_db.py: approval_request_to_record_data 補 matched_playbook_id → DB 才能存值

【P1.5 KM 寫入】approval_execution.py: fire-and-forget → await wait_for(30s)
- 根因:asyncio.create_task 在 Pod recycle 時被殺,KM 寫入靜默遺失
- 修復:await asyncio.wait_for(..., timeout=30.0) + TimeoutError log

【Migration 文件】adr092_p1_learning_chain_fix.sql
- ALTER TABLE approval_records ADD COLUMN matched_playbook_id VARCHAR(36)
- ALTER TABLE timeline_events ADD COLUMN incident_id VARCHAR(64)
- 執行:psql $DATABASE_URL -f apps/api/migrations/adr092_p1_learning_chain_fix.sql

【附帶 Agent 改動】
- decision_manager: Phase 2 YAML NO_ACTION 優先門(主機層/外部服務跳過 Agent Debate)
- alert_rules.yaml: Sentry/ClickHouse + HostDiskUsageHigh/Critical 新規則
- solver_agent: action_title 語意合成兜底(取代靜默丟棄)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-24 15:41:35 +08:00
Your Name
45dbe07188 fix(flywheel): 自動化飛輪六大能力修復(ADR-092 B3)
Some checks failed
run-migration / migrate (push) Failing after 22s
Deploy Alert Rules / Deploy Prometheus Alert Rules (push) Successful in 53s
Type Sync Check / check-type-sync (push) Successful in 2m54s
CD Pipeline / build-and-deploy (push) Has been cancelled
Ansible Lint / lint (push) Has been cancelled
【根因鏈修復】
MCP Provider bugs → PreDecisionInvestigator 失敗 → Agent Debate 無上下文
→ LLM 逾時 → description="待分析" → ADR-091 鐵閘攔截 → tg_sent 未設
→ W-2 Watchdog 誤報「靜默故障」

【六大修復】
1. MCP Provider 三蟲修復
   - ssh_provider: asyncssh.run() → conn.run()
   - prometheus_provider: KeyError 'query' → .get() 容錯
   - k8s_provider: 空 pod_name → 早返回錯誤字典

2. Agent Debate / 決策品質
   - decision_manager: 逾時降級文字改為明確描述(繞過 ADR-091 鐵閘)
   - intent_classifier: LLM 逾時降級至關鍵字分類(非 None)

3. Watchdog 誤報修復(ADR-092 B3)
   - W-2: tg_sent Redis TTL → telegram_message_id IS NULL(DB 真值)
   - W-5 新增: suggested_action IN 空/待分析/NO_ACTION + tg_id IS NULL
   - approval_timeout_resolver: 60min → 15min,batch 50 → 200

4. Config Drift 自動化
   - drift_adopt_service: auto_adopt_if_safe() 六條件安全閘
   - drift.py: 背景任務先嘗試自動採納再發人工 Telegram 卡片

5. Playbook 飛輪穩定
   - playbook_seed_service: 修復幂等性(deprecated 不視為缺失)
   - playbook_evolver: 只載 DRAFT+APPROVED(非全部 294 筆)

6. 可觀測性
   - alert_rule_engine: auto_rule 結構化日誌 + Redis 計數器(pipeline)
   - auto_approve: reject 原因 Redis 計數器
   - heartbeat_report_service: 新增「⚙️ 自動化統計(今日)」區塊

【待人工執行】
psql $DATABASE_URL -f apps/api/migrations/cleanup_duplicate_deprecated_playbooks.sql

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-24 10:55:50 +08:00
Your Name
e2742ce9f3 docs: BUTTON_DATA_INVALID 根治 + Gitea Code Review 修復 記錄
LOGBOOK + ADR-092 附錄 C — 2026-04-21 修復紀錄

E2E 驗證: telegram_approval_card_sent message_id=25045 (SignOzDown) ✓

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-21 21:59:00 +08:00
Your Name
994817a23a docs: ADR-092 附錄 A+B + LOGBOOK + MASTER §8 記錄四修與 C1-C4 全流程串接
- ADR-092: 附錄 A(B1-B4 四修 root cause + commit)+ 附錄 B(C1-C4 斷點修復表 + 架構鐵律)
- LOGBOOK: 新增 2026-04-20 晚 C1-C4 章節(斷點清單 + commits + 驗收步驟)
- MASTER §8: 追加 C1-C4 changelog(§3/§1.1 對齊 + 修復後行為說明)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-20 20:24:41 +08:00
Your Name
54d60d04f5 feat(drift+target): P0.1+P0.2+P0.3 三修 — drift 分頁分類 + AI 推薦 + target 追 trace
統帥三問決議:全做;AI 推薦 0.85 門檻純顯示不自動;先查 aol 再修

## RCA: awoooi-service 失敗來源
- /api/v1/aiops/kpi 顯示過去 24h 有 1 筆 playbook_executed actor=approval_execution status=failed
- grep codebase: 無任何程式碼寫死 awoooi-service(只有歷史 comment)
- 最可能源: alert_rule_engine._extract_vars 從 labels.service 取值當 Deployment 名
- cf5050c/4f2e122(2026-04-18)已修 NEMOTRON 幻覺雙路徑;本次修第三條路徑

## 修復
### P0.3a alert_rule_engine._extract_vars
- labels.service 降級:-service 結尾先剝 suffix 視為 base name
- match_rule 回傳新增 target_source 欄位追 trace
- 下次 awoooi-service 復發可直接看來源(label.service(stripped) 等)

### P0.3c approval_execution._log_aol_started.input
- 補 parsed_target/operation/namespace 欄位
- 未來 aol 查 failed 可直接看 target,無需推敲

### P0.1 telegram_gateway._send_drift_diff_detail
- 分頁(10 項/頁)取代一次洗版 30 項
- header 3 桶分類計數: 人工高風險 / 一般修改 / K8s 自動
- 底部 ⬅️/➡️ 分頁按鈕(callback: drift_view_page:{report_id}_{page})
- security_interceptor INFO_ACTIONS 加 drift_view_page 白名單

### P0.2 drift_narrator recommendation
- LLM prompt 加 recommendation 欄位(action/confidence/reason)
- action ∈ {adopt, revert, ignore, investigate}
- 卡片頂部顯示「🎯 AI 建議: 回滾 (85%) — reason」
- LLM 失敗走 _fallback_recommendation(規則式依 intent 對應)
- 卡片 diff_summary 上限 500 → 1500 字容納推薦 + narrative + items
- 統帥指令:純顯示不自動執行(門檻 0.85 保留未來)

## 驗證
- 90 個 pytest test 全過(drift + rule_engine + approval_execution)
- 5 檔 AST syntax check 過

## 下次驗收
1. 下次 drift 觸發 → 卡片頂部有「🎯 AI 建議」
2. drift_view 按下 → 3 桶分類 header + ⬅️/➡️
3. awoooi-service 若復發 → automation_operation_log.input.parsed_target 直接查

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-20 04:04:13 +08:00
Your Name
86d9b22125 docs(logbook): Session 結尾 — Gap Review + AI 自主化 1/9→4/9 全景記錄
Some checks failed
CD Pipeline / build-and-deploy (push) Has been cancelled
Session 35 commits 完整結案:
  - Phase 7 基礎 (scanners + evaluator + tracker + advisor + forecaster)
  - KPI Dashboard API (autonomy_score 63/100 可量化)
  - Audit 誠實 3 Gaps
  - Gap 1 host IPv4 嚴格 + 清理 266 筆重複
  - Gap 2 真因確認非 bug
  - Gap 3 LLM 升級 3/8 (capacity_forecaster/compliance/coverage)

AI 自主化達成:
  1/9 LLM (只 Hermes) → 4/9 LLM decision
  8 張 0 writer 表全活化
  7/7 coverage 維度完整
  今晚 AI 將自主推 4 種 Telegram 分析報告

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-19 22:22:42 +08:00
OG T
53618b25c9 docs(logbook): 2026-04-19 20:00 本 session 22 commits 全景記錄
記錄:
  - 統帥決策 Rule 1 deprecate + Rule 2 保留 + noise 算法修正
  - Hermes LLM 升級 (OpenClaw 分析假報真因)
  - coverage_evaluator 擴充 4 維 (7 維全實作)
  - deploy-alerts workflow 部署 HostDiskUsageHigh/Critical 到 Prometheus
  - Review 發現 5 個 bug 全修復

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-19 19:56:56 +08:00
OG T
c015a77011 docs(logbook): Phase 7 完整化記錄 — 8/8 表全寫入 + 5 bugs 修 + Hermes E3
記錄本輪 review 深入發現的 5 個 bug + 8 個新 scanner/evaluator/advisor.
8 張 ADR-090 0 writer 表覆蓋率 100%.
2 條 100% noise rule 待 Hermes 推建議後人工決策.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-19 19:28:28 +08:00
OG T
5d011de917 docs(logbook): 2026-04-19 Phase 7 scanner 完成 + CI 修復歷程
記錄本輪 6 個 commits 的全景與 CI cd.yaml B5 3 輪除錯歷程,
供未來 session 接手時理解當前進度。

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-19 16:36:30 +08:00
OG T
1ae9e9f389 fix(code-review): P0-1 action fallback 語意修正 + P1-2 reason enum + P2-2 secops 清洗
All checks were successful
CD Pipeline / build-and-deploy (push) Successful in 10m7s
Code Review 發現 (2026-04-17 首席架構師審查):

P0-1 auto_approve.py 條件 1d 語意修正:
- 原:用 `action` 變數(已 fallback = action or kubectl_command)做 kubectl 判斷
  → action="" + kubectl_command="kubectl get pods" → action="kubectl get pods" → 1d 通過
  → _kubectl_cmd 與 action 同值(重複判斷同一來源),掩蓋 action 本身是自然語言的情況
- 修:改用 proposal_data.get("action", "") 原始值(_raw_action)
  → 直接檢查 action 欄位本身,邏輯語意明確

P1-2 auto_approve.py NO_EXECUTABLE_ACTION 新增:
- 新增 AutoApproveReason.NO_EXECUTABLE_ACTION enum 值
- 條件 1d 改用此 reason(原 NO_PLAYBOOK 語意為「無匹配 Playbook」,不適用此場景)
- 避免污染 KM 飛輪學習資料的根因分類(ADR-068)

P2-2 decision_manager.py secops 分支:
- threat_behavior 改用 _parse_debate_summary → 取 diagnosis 欄位
- 與 BUG-A/BUG-C 修復一致,不再傾倒完整 debate_summary 前 150 字

ADR-082: Phase 2 多 Agent 協作
2026-04-17 ogt + Claude Sonnet 4.6(亞太): Code Review 後修正

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-17 15:23:35 +08:00
OG T
e8bf37cfd9 docs(logbook): 最終確認 f5e33da2 全節點 E2E 鏈路打通 (2026-04-16)
- CI 894 完成,f5e33da2 已部署
- flywheel outcome 欄位修復確認
- telegram _send_request 修復確認(零 AttributeError)
- Sweeper:20/20 近48h incidents sweeper_done 標記完整
- E2E 鏈路 7 節點完整流程確認(36 incidents)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-16 02:18:45 +08:00
OG T
588ecfd940 docs(logbook): 2026-04-16 E2E 全節點驗證 + 生產 bug 修復記錄
2026-04-16 Claude Sonnet 4.6 Asia/Taipei

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-16 01:46:39 +08:00