Every voice application I’ve ever built or reviewed has the same problem: latency. The model can sound as natural as you want, but if there’s a full second of dead air between the user finishing a sentence and the assistant responding, the whole thing feels broken. Users notice a pause before they notice voice quality. […]
Category: .NET
Every time a new image model ships, my first question isn’t “how pretty are the demo images.” It’s “can I actually put this in a pipeline and get consistent, controllable output.” Most image models are great at one beautiful hero shot and terrible at the boring part — generating twelve consistent product variants, or fixing […]
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 […]
If you’ve been building AI-powered apps lately, you’ve probably noticed that the conversation is shifting. It’s no longer just about “generate text.” It’s about reasoning, multi-step workflows, and agents that actually do things. That’s why I got excited when I saw Grok 4.3 land in Microsoft Foundry. This isn’t just another model drop — it’s […]
OpenAI’s GPT-5.5 is now generally available (GA) in Microsoft Foundry, and this is one of those releases that matters less for “chat” and more for getting actual work done—end-to-end. The big theme: messy, multi-step requests → completed tasks, with stronger reliability in planning, tool use, UI navigation, and recovery when something breaks mid-flow. If you’re […]
I wanted to start a series of blog post, maybe later include videos also on Azure OpenAI specifically for .NET Developers. Developers who use C# as their main languge of choice. The reason is I see lots of Python examples out there and felt a market was left out for most of the examples on […]
Your weekly dose of 5 Highlights Thursday is here, a list of information and links that you may find helpful in your Azure journey. Feel free to forward this along to anyone who you think may enjoy such sharing. 1. MVP TechBytes – Azure Governance and Compliance: Best Practices and Tools with Kazeem Adegboyega Join […]
In this section we will talk about Identity and Access Management – IAM in short. I will show you an example of using AWS CDK to create IAM roles with C# and extending our current solution so that an IAM Role is ready with the correct permission to use. We will mainly focus on IAM […]
In this section we will talk about Parameter Store what it is and why we would want to use it? I will show you an example of using AWS CDK Parameter Store with C# and extending our current solution. What is Parameter Store AWS Parameter Store is actually a capability of AWS Systems Manager. The […]
Now that we have learned how to create a VPC with C# using AWS CDK, let’s talk about how do we create RDS Database Instance with C# using AWS CDK. What is Amazon RDS? Amazon Relational Database Service (Amazon RDS) in simple terms is easy to set up, operate, and scale relational database. It provides […]
