Modern digital applications rarely serve a single type of client. Web portals, mobile apps, partner integrations, and internal tools often consume the same backend services—yet each has different per...

What is Behave? Behave is a BDD test framework for Python that allows you to write tests in plain English using Given–When–Then syntax, backed by Python step definitions.  Key benefits: Human...

AI エージェントを作ること自体は、以前よりも簡単になってきました。しかし、それらを実際の本番運用のアプリケーションの一部としてデプロイすること (複数のサービス、永続的な状態管理、本番向けのインフラを含めた形で運用すること) になると、途端に複雑になります。 .NET コミュニティの開発者からも、ローカル環境でもクラウドでも動作する、クラウドネイティブな実運用レベルのサンプルが見たいという...

AI 에이전트를 개발하는 것은 점점 쉬워지고 있습니다. 하지만 여러 서비스, 상태 관리, 프로덕션 인프라를 갖춘 실제 애플리케이션의 일부로 배포하는 것은 여전히 복잡합니다. 실제로 .NET 개발자 커뮤니티에서는 로컬 머신과 클라우드 네이티브 방식의 클라우드 환경 모두에서 실제로 동작하는 실전 예제에 대한 요구가 많았습니다. 그래서 준비했습니다! Mic...

Introduction The AI agent ecosystem is evolving rapidly, and with it comes a scaling challenge that many developers are hitting context window bloat. When building systems that integrate with multi...

Most enterprise chatbots fail in the same quiet way. They answer questions. They impress in demos. And then they stall in production. Knowledge goes stale. Answers cannot be audited. The syst...

Phi-4-Reasoning-vision-15B is Microsoft's latest vision reasoning model released on Microsoft Foundry. It combines high-resolution visual perception with selective, task-aware reasoning, making it th...

Artificial Intelligence is now embedded across the Power Platform, and Generative Pages are among its most significant innovations. Instead of manually arranging controls, configuring forms, linking ...

AI agents are becoming increasingly capable, but they often do not have the context they need to do real work reliably. Your agent can reason well, but it does not actually know how to do the specifi...

Authors: Chunlong Yu, Han Zheng, Jie Zhu, I-Hong Jhuo, Neal Zhang, Li Xia, Lin Zhu, Sawyer Shen, Yulan Yan    TL;DR  Most modern ranking stacks rely on large generative models as feature extrac...