文章浏览阅读23次。本文介绍基于AllData数据版本控制与Coze-Loop工作流编排构建的可复现、可审计的大模型自动化评测平台。系统采用四层架构：数据层实现带元数据、血缘追踪与冷热分离的Delta Lake数据治理；流程层支持断点续跑、资源感知调度与插件沙箱；指标层封装17个硬指标（如幻觉密度 ...

你在网上搜“Hermes Agent Loop”，十有八九会看到一堆安装教程、桌面版下载链接、官网跳转页，甚至还有人把“Hermes”和“DeepSeek Hermes”混为一谈——但没人告诉你： Agent Loop 的本质，不是一段封装好的 SDK 调用，而是一套分阶段、带状态、可插拔的执行契约 。

我们让 AI 改一封邮件、补一个函数、做几页 PPT。任务被切成小块，步骤由人提前定好，AI 只是把执行环节做快。至于为什么做、还有没有别的办法、结果能不能直接拿去用，仍然留给人处理。 Felix Rieseberg 参与 Claude 的开发，却几乎每天还会遇到自己没想过的用法。 他是 Anthropic 工程经理，曾负责 Claude.ai、Cowork 和 Claude Code Deskt ...

I'm studying Java, but I don't know what to learn next.I often hear the terms SQL and Spring Boot, but how are they ...

When writing Java, seeing red wavy lines or English error messages can be startling. However, error messages are hints that ...

Nvidia gave us access to its Vera data center CPU for testing against Intel's Granite Rapids-AP and AMD's EPYC Turin.

Still looking? See more results on Wirecutter. We independently review everything we recommend. When you buy through our links, we may earn a commission. Learn more› By Samantha Schoech and Mari ...

Interview questions are specific queries asked during a job interview to assess a candidate's knowledge, skills, experience, ...

Human-curated Python news, projects, articles & tools. Support: patreon.com/pythonhub Suggest a Link: pythonhub.dev/submit/ ...

TornadoVM, an open-source heterogeneous programming framework for Java has reached version 7.0. It automatically accelerates ...

How to scale agentic AI coding assistants to 600+ engineers in a regulated enterprise, using governance, guardrails, curated ...