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Tomc1x審計發現的問題
本次 PR 修復了 Swarm 模擬頁面審計中發現的 4 項關鍵缺陷：
1. 預測準確率基於隨機數 — updatePerformance() 使用 rand.Float64() pred.Confidence 判定預測是否正確，與真實市場完全脫鉤
2. 符號選擇非確定性 — generatePrediction() 依賴 Go map 隨機迭代順序
3. GARCH 初始化使用硬編碼波動率 ...
kaecer68
审计 P3-A: encoding/json reflect 慢路径 hot path 损 60% CPU.
修复 (兼容 CentOS 7 + arm64 + 386):
- internal/common/jsonx package: Marshal/Unmarshal/Encode/Decode 统一抽象
- 默认 encoding/json (零依赖, 所有平台)
- -tags ...
imkerbos
Summary
- Add a small unit test for greet() covering its basic greeting output
- Document how to run tests in the README
Test plan
- [ ] Run pytest and confirm test_greet.py passes
zarebapio-lab
Closes #643, #657.
What
Build each frappe/erpnext major on its era-matched Ubuntu LTS.
- build.sh — OS-per-major case table (13→22.04 unchanged / 15→24.04.4 on esacp-disk / 16→guarded-refuse),
...
martinhbramwell
Bumps the ai-and-llm group with 6 updates in the /packages/dd-trace/test/plugins/versions directory:
| Package | From | To |
| --- | --- | --- |
| @ai-sdk/amazon-bedrock | 4.0.111 | 4.0.113 |
| @ai-sdk/openai ...
dependabot
dependencies
javascript
semver-patch
dependabot[bot]
zacharysnewmanSummary
- DAG fixes: patient_risk_pipeline now runs end-to-end — fixed dbt gold task (silver→DuckDB bridge, correct --select
+ml_patient_appointment_stats, subcommand-level --project-dir), PyArrow ...
albertlok
Summary
Promotes smFISH out of the Segmentation sub-stack into its own top-level rail tab, as requested. Segmentation is now a
single review-image panel.
Before: Segmentation was a parent tab whose body ...
exzktly
What
Update elastic/beats to the latest version on branch main.
Changeset
- https://github.com/elastic/beats/compare/71d0f09b5402...15552b1b4921
automation
skip-changelog
Team:Elastic-Agent-Control-Plane
github-actions[bot]