Airbnb has redesigned its identity system to support privacy-first social features in Experiences. The platform introduces context-specific profiles that separate global user identity from...

Netflix has developed a graph-based architecture for managing machine learning systems, called the Model Lifecycle Graph. This system maps interconnections between datasets, models, features, and...

Google has unvelied a new generation of Tensor Processing Units (TPUs), featuring two specialized chips designed to accelerate model training and agent workflows, which require continuous,...

Saish Sali, Nipun Kumar, Sura ElamuruguIntroductionAs Netflix has grown, machine learning continues to support our ability to deliver value to members and drive excellence across multiple areas of...

By Nipun Kumar, Rajat Shah, Peter ChngIntroductionThis is the first blog post in a multi-part series that shares technical insights into how our ML model serving infrastructure powers several...

CodeGuardian is an MCP server that extends AI coding assistants with comprehensive code quality and security analysis capabilities. By implementing eleven specialized tools, CodeGuardian enables...

The C++26 standard draft is now complete, reports Herb Sutter, long-time C++ expert and former chair of the ISO C++ standards committee. The finalized draft introduces reflection, enhances memory...

Anysphere released Cursor 3, a redesigned interface built from scratch that shifts the primary model from file editing to managing parallel coding agents. The new workspace supports local-to-cloud...

Pinterest engineering teams have deployed a production-ready Model Context Protocol (MCP) ecosystem that allows AI agents to automate complex engineering tasks and integrate diverse internal...

Discord engineering detailed how they added distributed tracing to Elixir's actor model. Their custom Transport library wraps messages with trace context and uses dynamic sampling to handle...

This eMag explores the shift from AI experimentation to production, where legacy defenses fall short. We dive into the critical trifecta of AI-driven phishing, model poisoning, and cloud...

Claude Opus 4.6 discovered 22 Firefox vulnerabilities in two weeks, including 14 high-severity bugs, as nearly 20% of all critical Firefox vulnerabilities were fixed in 2025. The AI also wrote...

HubSpot engineers introduced Sidekick, an internal AI powered code review system that analyzes pull requests using large language models and filters feedback through a secondary “judge agent.” The...

To create value from AI agents and humans working together, focus on redesigning entire domains, not just launching a few use cases. Here’s where to start.

Agent World Model（AWM）是一种新型合成环境生成管道，创建了1000个多样化场景以解决智能体训练中的环境稀缺问题。AWM通过代码驱动和数据库支持，确保环境的一致性和高效交互。实验结果表明，AWM训练的智能体在分布外泛化能力上优于传统方法，展示了合成环境在人工智能训练中的潜力。

人工智能与大型语言模型的集成技术正从简单提示词工程向自主代理系统转变。Model Context Protocol（MCP）旨在标准化上下文提供，解决模型上下文窗口限制和系统集成问题，建立安全、低延迟的集成链路。MCP C# SDK在快速迭代中增强功能，支持多种传输机制，提升开发者体验，推动企业智能化进程。