这听起来有点反直觉，但背后的设计思想，恰恰是当前 AI 工程化落地非常值得借鉴的思路。本文将结合测试开发的实际工作场景，拆解这套“自我进化”的机制，并给出测试开发在 AI 项目中可以扮演的角色和具体代码示例。

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一个让 AI 从"能跑"到"能扛"的工程体系这不是危言耸听。2026 年初，当 Harness Engineering（驾驭工程）这个概念在硅谷和国内 AI 圈迅速走红时，它背后揭示的是一个残酷的现实：大多数 AI ...

All in all, your first RESTful API in Python is about piecing together clear endpoints, matching them with the right HTTP ...

Aethyr Research has released post-quantum encrypted IoT edge node firmware for ESP32-S3 targets that boots in 2.1 seconds and ...

一、引言：Anthropic Agent Skills的发展史起源：时间拨回2025年10月16日，Anthropic在 Claude 3.7 Sonnet / Opus 中正式推出 Claude Skills 功能。定位解决通用大模型在垂直场景中“知道但不会做”的问题，提升任务执行的可靠性与一致性。刚一推出，在开发者社区获得高度评价。标准：再到2025年12月18日，Anthropic 联合多.

A simple blood test could predict not only a person’s risk of developing Alzheimer’s disease, but also the year symptoms will begin. Researchers at the Washington University School of Medicine in St.

Abstract: Unit testing is fundamental for software reliability, yet manual test construction is inefficient and often results in limited coverage. Existing automated tools struggle with complex ...

CLEVELAND, Ohio — Families can now test for flu, COVID-19 and respiratory syncytial virus with one at-home test. The Flowflex® Plus RSV + Flu A/B + COVID 4-in-1 test is now available in Northeast Ohio ...

SpaceX’s Starship ascends on the Flight 11 launch Oct. 13. Credit: SpaceX ORLANDO, Fla. — The first Starship test flight of 2026 is scheduled for as soon as early March as SpaceX enters a critical ...

Factoring out nucleotide-level mutation biases from antibody language models dramatically improves prediction of functional mutation effects while reducing computational cost by orders of magnitude.