As AI systems move from single agents to multi-agent workflows, one challenge becomes obvious: how do agents built in different frameworks discover each other, communicate, and collaborate reliably? ...

On June 29, 2026, we announced the general availability of Claude in Microsoft Foundry, giving enterprises a production-ready path to build with Claude models in the Azure ecosystem. Today, we’re con...

Authors: Ali Mahmoudzadeh, Salma Elshafey, Shuo Qiu, José Santos, Ilya Matiach, Vivek Bhadauria, Morteza Ziyadi, April Kwong LLM-as-judge evaluations are a critical part of any agent lifecycle. Sin...

Customer service runs on conversations that are hard to have and harder to practice. A frustrated customer with a billing charge that was never fixed. A cancellation that turns into a retention call....

Your enterprise agents need to reason across 48 languages, process documents with images and tables, and orchestrate multi-step workflows all without switching models. Command A+, Cohere's 218B-param...

Enterprise teams deploying Microsoft Foundry into private networks can lose hours to failures caused not by the template itself but by surrounding operational state. Each failed deployment can cost t...

In production AI systems, different problems require different model capabilities. Document ingestion, reasoning, coding, and automation workflows rarely rely on a single model. They depend on select...

One of the things that makes agents genuinely useful is that they can remember. Instead of treating every interaction as completely new, an agent can carry context across sessions, recall preferences...

Model availability in Microsoft Foundry is region-dependent. The region approved for your project may not be the one where the model or Foundry Agent Service support you need is available. That creat...

Authors: Shuo Qiu, Sydney Lister, Ilya Matiach, Ali Mahmoudzadeh, Salma Elshafey, José Santos, Vivek Bhadauria, Morteza Ziyadi, April Kwong Why Your Agent Needs a Task-Specific Evaluator Picture ...