Your Name
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025a493f06
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feat(p3.2+adr-100): Model Version Tracker + SLO 自治 + KB rot cleaner
run-migration / migrate (push) Failing after 12s
CD Pipeline / build-and-deploy (push) Has been cancelled
Wave 8 P3.2 模型版本追蹤 + ADR-100 SLO 自我治理 + 配套：
P3.2 — Model Version Tracking:
- model_version_probe.py (268 行) — 探測 Ollama / OpenRouter 等 provider 的 model version
- model_version_tracker.py (101 行) — 對齊 PG provider_version_history 表
- migrations/p3_2_provider_version_history.sql + rollback — 25 行 schema
- db/models.py +32 行 — ProviderVersionHistory ORM
ADR-100 — AI 自主化 SLO:
- docs/adr/ADR-100-ai-autonomous-slo.md (167 行) — 飛輪 SLO 設計與閾值
- ops/monitoring/slo-rules.yml (254 行) — Prometheus SLO recording rules + alerts
- ops/monitoring/tests/test_slo_rules.yaml (242 行) — promtool unit tests
整合修改:
- main.py +72 行 — Lifespan 啟動 model_version_probe + KB rot cleaner schedule
- gitea_webhook.py +45 行 — webhook 接收 model 版本變化通知
- ci_auto_repair.py / evidence_snapshot.py / pre_decision_investigator.py — 配合接線
新測試:
- test_kb_rot_cleaner_schedule.py (120 行) — 9 tests pass
- test_slo_rules.yaml — promtool 驗收
Tests: 9 passed (test_kb_rot_cleaner_schedule)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-Authored-By: Multiple Engineers (P3.2 + ADR-100) <noreply@anthropic.com>
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2026-04-27 14:54:19 +08:00 |
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OG T
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938df7f291
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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>
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2026-03-29 16:00:46 +08:00 |
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OG T
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30153496d1
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fix(api): 修復全部 lint 錯誤 (ruff --fix)
- Import sorting (I001)
- Unused imports (F401)
- f-string without placeholders (F541)
- Loop variable unused (B007)
- zip() strict parameter (B905)
- Exception chaining (B904)
- collections.abc imports (UP035)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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2026-03-26 16:06:20 +08:00 |
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OG T
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579da38b8b
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feat(api): Phase 13 智能路由 + CI/CD 整合 (#74-88)
Phase 13.1 CI/CD Integration:
- #76 workflow_run handler for CI failure diagnosis
- #77 SignOz log query (query_logs, error_logs_summary MCP)
- #78 CIAutoRepairService with risk-based execution decisions
Phase 13.3 Smart Routing:
- #85 Intent Classifier v2.0 (rule engine + LLM fallback)
- #86 Complexity Scorer (9-dimension scoring)
- #87 AI Router v3.0 (routing decision matrix)
- #88 Token Counter (OTEL + Langfuse integration)
New files:
- services/ci_auto_repair.py (risk stratification)
- services/model_registry.py (centralized model config)
- services/token_counter.py (677 lines)
- Skill 08: Model Router Expert
- Skill 09: Strangler Pattern Expert
- ADR-023: Smart Routing Architecture
- ADR-024: API Layer Architecture
Tests:
- phase11-conversational.spec.ts (E2E tests)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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2026-03-26 15:32:52 +08:00 |
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