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 ...

Authors: José Santos, Shuo Qiu, Morteza Ziyadi User simulators have become a standard part of the agent-building toolkit: cheaper than real-user pilots, faster than scripted dialogues, and the only...

There's a moment every developer chases — the first time you take something genuinely at the edge of what's possible and watch it run on your screen, against your problem. Microsoft Foundry Labs exis...

Authors: Ilya Matiach, Morteza Ziyadi, Han Che, José Santos, Ali Mahmoudzadeh, Shuo Qiu, Salma Elshafey, April Kwong, Vivek Bhadauria Introduction Benchmarks in Microsoft Foundry (preview) make t...

Your MCP-enabled agent just ran, and the token counts don't add up. The API says 773 tokens. The portal trace shows 581/141. The trajectory view displays something else entirely. Before you file a bu...

We are seeing two distinct trends this week. The first is around how low-bit quantization has developed to the point where large reasoning models can fit on a single accelerator with less quality los...

Azure AI Language in Foundry Tools will begin deprecating eight features: Key Phrase Extraction, Entity Linking, Sentiment Analysis & Opinion Mining, Summarization (document & conversation), Conver...