知鸦日报2024-12-21

A month ago at QConSF, we showcased how Netflix utilizes Metaflow to power a diverse set of ML and AI use cases, managing thousands of unique Metaflow flows. This followed a previous blog on the same topic. Many of these projects are under constant development by dedicated teams with their own business goals and development best practices, such as the system that supports our content decision makers, or the system that ranks which language subtitles are most valuable for a specific piece of content.

As a central ML and AI platform team, our role is to empower our partner teams with tools that maximize their productivity and effectiveness, while adapting to their specific needs (not the other way around). This has been a guiding design principle with Metaflow since its inception.

随着人工智能生成内容技术快速发展与广泛应用，生鲜电商行业迎来新的机遇。本文简述总结2024年AIGC在生鲜领域的实际应用。特别聚焦于生鲜领域业务，通过文本图片以及动图等多种形式，探索生鲜商品更优质契合场景需求的范式，并介绍相应技术实现方案。

Micro Agent: an open-source AI coding assistant that generates reliable code by using generated tests as guardrails.

1 问题背景2 如何解决状态问题2.1 解耦重构优化代码2.2 使用设计模式重构优化2.3 使用状态机3 状态机介绍4 状态机对比与选型4.1 转转状态机4.2 Cola状态机4.3 Spring Statemachine5 选型总结5.1 业&

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Learn all you need to implement streaming in production using SSE and how to handle streaming errors.

A post for developers with advice and workflows for building effective AI agents.

本系列文章旨在更全面地介绍Fuzzing技术的应用。

关于微服务分布式及集群的概念即定义，在业界中这些往往会同时在同一个项目中，而集群在微服务中主要为服务的运行保障高可用。

比如：在当前的项目情况下，我们可能针对用户服务部署两台服务以保障用户服务的高可用。实践在用户服务的Login方法中我们增加对请求信息的打印输出，即输出监听的配置信息以验证是访问的那个服务。