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PHP Foundation Says Chainguard Broke Security Embargo Ahead of Emergency Patches
The PHP Foundation says Chainguard broke a security embargo ahead of critical RCE patches, as leaks disrupted the coordinated release.
@sofagent/train
Advanced tools
命名说明:本目录是随安装分发的 engine 侧实现;维护者 SOP 脚本见同名 tools/train——职责边界见 tools/README.md。
sofagent 后训练功能包——数据 ingest → 训练编排 → eval 比对 → 产物注册 → 推理服务全链路,供编排模块与 daemon 任务调用。
npm install @sofagent/train
库包(无自带 CLI;train 子命令入口在 @sofagent/orchestrator)。Node.js 18+。
createTrainJob / TrainJobSchema — 训练任务数据模型与状态机(job.json 协议 SSOT)createTrainScheduler — 任务编排(提交 / 监控 / 取消 / 续跑,spawn 子进程 + 事件回流)runDryrun — dry-run 预检(极小数据集跑通管线 + 显存估算 + 算力外推)trainDoctor — 训练环境体检(GPU / 框架 / 基座缓存 + 反作弊基线)scanAndGate / scanDatasetCompliance — 数据集合规扫描与闸门generateTrainReport — 训练报告生成(markdown + JSON 归档,含 ROI 量化四字段)generateTrainDeliverable / verifyTrainDeliverable — 交付包生成与校验createTrainServeManager — 推理服务生命周期(vLLM / Ollama / OpenAI 兼容端点)createCloudRegistry / CloudVmRecord — 云 VM 注册表checkTrainAuditChain — 训练审计链写入与校验validateDataPush / gateDataPush — 标准数据推送入口(schema 校验 + 双闸入库)TrainChannel / ChannelStatusResult / TrainEvent / SpawnFn — 通道与事件契约类型FAQs
sofagent 后训模块 — 训练任务编排 / 数据管道 / 评测闭环 / 产物交付
We found that @sofagent/train demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.

Security News
The PHP Foundation says Chainguard broke a security embargo ahead of critical RCE patches, as leaks disrupted the coordinated release.

Security News
PHP releases emergency patches for two critical RCE vulnerabilities as agencies urge organizations to take unpatched sites offline.

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