Your Name
|
da519423e1
|
fix(api): install ansible runtime for truth chain
CD Pipeline / tests (push) Failing after 1m39s
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 11s
|
2026-05-31 12:20:41 +08:00 |
|
OG T
|
bf45b80bd2
|
feat(Phase 3.5 + Phase 4): AI 學習成果持久化到 PostgreSQL — 修正「AI 失憶」架構缺陷
CD Pipeline / build-and-deploy (push) Has been cancelled
ADR-085: AI 學習成果不可存在 Cache
架構鐵律確立：
- PostgreSQL = System of Record（AI 的永久記憶）
- Redis = Warm Cache（加速讀取，TTL 到期從 PG 復原）
核心變更：
1. models.py: 新增 PlaybookRecord / DynamicBaselineRecord / LogClusterRecord ORM
2. base.py: ALTER TABLE playbooks 補加 trust_score / requires_approval_level 等欄位
3. playbook_repository.py: 完整雙寫實作（PG upsert + Redis cache）
4. dynamic_baseline_service.py: Holt-Winters 訓練結果寫入 PG，Redis 只作 24h warm cache
5. log_anomaly_detector.py: Drain3 cluster template 寫入 PG（UPSERT on cluster_id）
6. main.py: 啟動時執行 backfill_redis_to_pg()（Redis → PG 冪等補救）
修正的問題：
- Playbook 7天 Redis TTL 到期 → AI 失去所有修復知識
- trust_score EWMA 隨 Redis TTL 歸零 → AI 重新回到初始信任度 0.3
- Holt-Winters 基線 24h TTL → AI 每天重新學習「正常」的定義
- Drain3 cluster 沒有持久化 → AI 把已知 log pattern 反覆當新 pattern
Phase 4 新服務（requirements.txt 已加入 statsmodels + drain3 + numpy）
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
|
2026-04-15 15:34:04 +08:00 |
|
OG T
|
46a346d948
|
fix(llmops): 鎖定 langfuse SDK v2.x (v3.x/v4.x 均已移除 client.trace() API)
CD Pipeline / build-and-deploy (push) Successful in 6m33s
E2E Health Check / e2e-health (push) Successful in 15s
排查確認：v3.x 也無 client.trace()，langfuse_client.py 依賴此 API。
鎖定 <3.0.0 確保安裝 v2.60.10 (v2 最新)，trace/generation/score 均可用。
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
|
2026-04-02 00:23:29 +08:00 |
|
OG T
|
2aeec34735
|
fix(llmops): 鎖定 langfuse SDK v2.x (避免 v4.x OTLP 不相容)
CD Pipeline / build-and-deploy (push) Has been cancelled
E2E Health Check / e2e-health (push) Has been cancelled
CD Pipeline (Dev) / build-and-deploy-dev (push) Successful in 2m40s
問題: langfuse>=2.0.0 安裝了 v4.0.5，該版本移除 client.trace() 改用 OTLP
根因: Langfuse server v2.95.11 的 OTLP endpoint (/api/public/otel) 返回 404
但舊版 /api/public/ingestion endpoint 正常 (HTTP 207)
修復: 鎖定 langfuse>=2.0.0,<4.0.0，保留 client.trace() API 相容性
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
|
2026-04-01 22:49:00 +08:00 |
|
OG T
|
1ac8965a7a
|
feat(api): Phase 15.1 Langfuse LLMOps 整合 + 模型升級
## 新功能
- Langfuse 自建部署 (192.168.0.110:3100)
- langfuse_client.py - LLM 呼叫追蹤包裝
- OpenClaw 整合 Langfuse trace
## 模型升級 (統帥批准)
- 生產預設: llama3.2:3b → qwen2.5:7b-instruct
- 摘要任務: llama3.2:3b (速度優先)
## 配置更新
- requirements.txt: +langfuse>=2.0.0
- config.py: +LANGFUSE_* 設定
- models.json: 更新 Ollama 模型配置
- K8s: Secret + ConfigMap 更新
## 審查通過
- 模組化檢查 ✅
- 核心測試 31/31 ✅
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
|
2026-03-26 00:32:19 +08:00 |
|
OG T
|
9bff46a1b0
|
feat: integrate Sentry + fix CI/CD issues
Sentry Integration (補強 SignOz):
- Add @sentry/nextjs for frontend error tracking + session replay
- Add sentry-sdk[fastapi] for backend error tracking
- Create sentry.client/server/edge.config.ts
- Integrate with next.config.js + instrumentation.ts
- Add Sentry exception capture in FastAPI error handler
- Create deployment scripts for Self-Hosted @ 192.168.0.110
CI/CD Fixes:
- Fix F821 Undefined name 'Field' in incidents.py
- Add NEXT_PUBLIC_API_URL env var to CI build step
- Add build-arg to Docker build verification
E2E Test Improvements:
- Fix strict mode violations in dashboard-acceptance tests
- Add timeout increase for Phase 4 demo tests
- Make tests more resilient to UI variations
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
|
2026-03-24 15:19:52 +08:00 |
|
OG T
|
196d269b92
|
feat: add all application source code
- apps/api: FastAPI backend with Dockerfile
- apps/web: Next.js frontend with Dockerfile
- apps/sensor: Signal collection agent
- packages: shared packages
Co-Authored-By: Claude <noreply@anthropic.com>
|
2026-03-22 18:57:44 +08:00 |
|