How CAG and Azure’s Model Router create a recommended architecture for modern ITSM, ticket orchestration, and automated support workflows.

After two decades debugging production systems across defense, healthcare, financial services, and gaming, I've learned that "it works most of the time" isn't good enough. Here's how to make LLM-driven skills behave.

Each decade replaces friction with abstraction. AI is no different. This is not a bubble; it’s the next architectural leap.

Exploring how Azure Communication Services, Azure AI Voice Live, and an orchestration layer built on FastAPI can reshape operations at scale.

OpenAI has **retired GPT-4.1 and older models**. If your systems rely on these—via OpenAI API, Azure AI Foundry, or local integration—you need to act now.

A practical model to guide your organization’s AI journey—measured, secure, and sustainable.

Apple’s Foundation Models API, announced at WWDC25, brings on-device generative intelligence to every app. This post explores why it's bigger than Siri and marks the next stage of AI proliferation—from the cloud to your phone.

A summary of key achievements this week, including GenSearch POC milestones, PCI DSS project advances, Angular UI improvements, and continued AI certification and research.

Meet Muse — a creative and structured writing assistant designed to help fiction writers build worlds, develop plots, and finish their stories with clarity and joy.

Innovations and Adventures in AI, Data Management, and Ethical Hacking