IntroductionTraditionally, auditing is a tedious process that often requires detailed...

In this tutorial, I'll show you how to trace and monitor a local AI agent with LangSmith. We'll build a small local AI agent and then enable LangSmith tracing for it so that we can inspect model calls

In this article, we try to explore the collective thinking into a smaller set of practices and explain the reasoning behind each one, rather than asking anyone to memorize a numbered list.

Rider 2026.2 opens up the IDE’s own intelligence to your AI coding agents, so they work from real project knowledge instead of reconstructing it from files and terminal output. A new set of agent...

ReSharper 2026.2 takes the first step toward ACP-based agent support in Visual Studio, starting with Junie in Preview. This is the beginning of an open AI ecosystem for .NET developers: your...

Block（原Square）7月22日开源发布协作平台Buzz——一个基于Nostr协议、让人类员工与AI Agent在同一工作区内以「同等身份」协同工作的系统。Buzz为每个Agent分配独立的密码学身份，使其能够像正式团队成员一样发消息、评审代码、跑自动化流程、参与语音会议，所有动作均被签名并可追...

Block on Tuesday launched Buzz, a free, open-source workspace meant to give people and AI agents a Slack-like service for The post Block built a Slack for AI agents — and gave each one its own...

For more than a decade, leaders have used the phrase “Future of Work” to describe how technology is transforming business. The post In a world of AI agents, where do we fit in? appeared first on...

Platform engineering is evolving Platform engineering has become one of the defining disciplines of the cloud native era. As organizations embraced Kubernetes, microservices, GitOps, and...

In this tutorial, I’ll show you how to serve a multi-user local AI agent as a REST API using FastAPI, then add a lightweight Streamlit UI on top. Instead of interacting with the agent through a termin

Agents are capable on their own. Combined with tools and other agents, their capabilities compound.

There’s a pattern I’ve watched repeat for two years. A team builds an agent, hits reliability problems, upgrades the model, The post The bottleneck for AI agents isn’t the model anymore. It’s the...

亚马逊工程师半夜被叫醒，发现AI Agent把整个订单系统堵死了，只留给他一行堆栈信息，这设计到底图啥？ 多Agent系统直接同步调用会引发级联故障、紧耦合、扇出风暴和无法回放审计的问题。这篇来自亚马逊技术专家的文章解释了为什么应该用事件日志取代点对点调用，让Agent通过消息代理异步通信，并给出了具体的代码示例和架构取舍。 同步调用把Agent系统变成了分布式单体 AI...

In this tutorial, I'll show you how to evaluate a local AI agent with a simple, repeatable evaluation harness. The harness runs the agent against a set of test cases, checks the results with both rule