Use ACS to enforce Scope, Anchored Decisions, Flow Integrity, and Escalation while the agent runs, then prove the controls without model variance. Two sign-in failures, two correct outcomes A hel...

Open models are driving a new wave of AI innovation, giving organizations more freedom to choose the models that best fit their requirements for performance, cost, latency, customization, and governa...

GPT-chat-latest in Microsoft Foundry is built on GPT-5.6 Sol, bringing focused responses, improved factual reliability, and consistent behavior to conversational applications without requiring develo...

Introduction: The Failure That Demos Do Not Show A user asks an AI agent a simple question: "Create a procurement request for 10 laptops for the new project team." The agent does what it wa...

Workflow automation scenarios—including grounding AI agents, verifying identities, assisting customers with documents in call centers, and triggering document-based workflows—depend on immediate cont...

**Disclaimer:** This is an independent, self-built project and is not an official Microsoft tool or service. It reads public security-update data and is intended as an educational example of buildi...

Authors: Abi Komma, Charles Kim, Luffy Chen, Morteza Ziyadi Why hand-tuning agents does not scale  An agent’s behavior comes mostly from its natural-language configuration: its instructions, skil...

The setup You've built the deployment the enterprise architecture review asked for. Nothing touches the public internet. Your Microsoft Foundry resource is private — public network access disable...

The era of the single best model is over Microsoft Foundry is no longer just a shelf of foundation models. It is becoming an enterprise model portfolio: frontier models for complex reasoning, cost-...

TL; DR: Hill climbing means improving the deployable model package one measured step at a time across quality, latency, and cost. SFT made this workload cheaper, but did not transfer the teacher's pl...