AutoGen 退居维护模式、MAF 上位，是 Agent 框架生态正在发生的一个广泛变化。简单来说：框架的竞争正在从"谁的 Agent 更智能"转向"谁的 Agent 更容易生产化"。 把多 Agent 系统从原型代码推到生产环境，要做的工作远比想象中多。可观测性怎么接入？中间件怎么插？

阿里妹导读文章内容基于作者个人技术实践与独立思考，旨在分享经验，仅代表个人观点。在前一篇 《Harness Engineering:为 AI 打造可持续迭代环境的实践》 中,我们讲了 HelixVerify 如何在线下环境用 114 次迭代 把风险样本召回率从 8% 提升到 98.86%。那是一个典型的 线下 Harness。这一篇讲 Harness 思想搬到 C 端 AIGC ...

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lede El event loop es el corazón de asyncio. Un solo hilo, una cola de tareas, y un mecanismo de callbacks que permite manejar miles de conexiones simultáneas sin hilos. El event loop es un bucle ...

Hands-on with the new sampling profiler in Python 3.15 The next version of Python is over a year away, but you can try out one of its hottest features right now (video). Hands-on with Zed: The IDE ...

A single Microsoft Loop component you send in a Teams chat can also be edited in Outlook and the Loop app, and every version stays perfectly synced in real time. Microsoft Loop is a next-generation ...

It's been over four years since Apple launched its Find My network accessory program, and unlike the AirTag, Find My-compatible devices have been evolving. Chipolo recently came out with a pair of new ...

It's one of California's most significant engineering marvels. And even after 150 years, it's still a critical piece of infrastructure that keeps the economy. The story of the Tehachapi Loop - today ...

PHOENIX — Builders recently broke ground on The Loop, a new industrial complex in north Scottsdale. Phoenix-based real estate developer Creation is behind the new construction project on a 16.45-acre ...

The Pacific Northwest may not be the first destination that comes to mind for fall foliage, but Washington state has some of the country's most spectacular autumn road trips. The 400-mile Cascade Loop ...

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