When I wrote about GPT-6 Astra, the interesting question was: Can an agent take a messy problem, investigate it, and hand back something worth reviewing? The examples were deliberately substantial: bug investigations, BI recommendations, template-based reports, approval-gated record updates, and long-document synthesis. Now there is a different question: Can you afford to do that every […]
Picture a home design app. A customer types, “Show me a modern kitchen with dark cabinets and a large center island.” An image appears in seconds. They follow up: “Make it brighter, and add natural wood accents.” The app updates the image without redrawing the whole scene, without losing the layout that was already right. […]
The next era of enterprise AI isn’t going to be defined by chat experiences. It’s going to be defined by how well a model can actually work for you — not just talk at you. GPT-6 Astra, OpenAI’s newest frontier model, is now generally available for all customers in Microsoft Foundry. Instead of optimizing for […]
Most prompt engineering content out there assumes you’re writing Python. Jupyter notebooks, pip install, Conda environments — none of it maps to how most of us actually ship software. If you’re a .NET developer who wants to build real AI-powered features — not toy demos — into your applications, I wrote a free ebook for […]


