为了让 AI 写出更准确的代码，我们不断优化提示词：先描述技术栈，再补充项目背景，接着规定修改范围，最后列出测试要求和输出格式。一条原本只有几十个字的需求，逐渐变成了一份几百字甚至上千字的工程任务单。 Prompt 工程还没学会，Loop Engineering 已经 ...

Spring AI 2.0 advances the Java framework for generative AI apps with a Spring Boot 4 baseline, cleaner agentic tooling, Model Context Protocol support and vendor-backed integrations including Azure ...

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Claude官方这期访谈中，Boris Cherny多次聊到了verification loop。 Agent拿到任务后，会自己执行，中间甚至“without a human in the loop”。 到了这一步，最麻烦的地方就不再是Prompt写得够不够准确，而是它跑偏以后，有没有东西能把它拉回来。 坐在对面的Spotify负责人Niklas，把这个问题讲的更清楚。 因为他们面对的是超过200 ...

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New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...

A grocery store and two restaurants received a grade C in the latest round of El Paso health inspections.

Most organizations know they need to govern agentic output. Far fewer have a clear, practical path to doing so. Today, Sonar, a global leader in AI code verification, governance, and efficiency is ...