Generative AI

8 Posts

The Flywheel Architecture: Building AI Systems That Improve Themselves

Every level of AI maturity, from human-only development to autonomous agents, shares the same blind spot: the only thing that improves over time is the humans. They get better at prompting, better at reviewing. The model stays frozen, same quality on day 100 as day 1. Every bad output a developer rejects, every subtle fix they make, that signal just vanishes. So what would it look like if it didn't? That's the Flywheel Architecture.

50 min read

Building a Sitecore Personalize Copilot with Streamable MCP Servers on Cloudflare Workers

This blog post discusses the development of a remote Model Context Protocol (MCP) server for Sitecore Personalize using Cloudflare Workers, emphasizing the benefits of hosting MCP servers remotely. It also shows how you can start using the Sitecore Personalize MCP server right away.

45 min read

AI Friday: Building a Hosted MCP Client and Consuming a Remote MCP Server

This blog post discusses building a hosted Model Context Protocol (MCP) client and utilizing a remote MCP server, focusing on the setup and configuration processes involved. It introduces an open-source application that allows users to leverage advanced AI capabilities through an API integration, emphasizing the importance of API tokens and remote server functionality.

45 min read

Sitecore Hackathon 2025: Team DED - My Thoughts and Review My Contributions

I recently participated in the Sitecore Hackathon 2025, and in this post, I share my experience and talk a little bit about our contribution and where I’ll go next with it.

30 min read

Revolutionizing Sitecore Personalize: Unleashing the Power of Generative AI Function Calling

This blog post discusses the integration of Generative AI Function Calling with the Sitecore Personalize SDK to enhance user experience creation through a chat interface. It it introduces a new repository, the Sitecore Assistant, designed to enable users to interact with their Sitecore Cloud instance more effectively.

45 min read

AI Friday: Prompt Engineering Basics

In this weeks AI Friday episode, I’ll be covering a scenario where I wanted to have Generative AI create an output specific future additional development and the natural progression I went through to turn that into reality with the help of proper Prompt Engineering.

20 min read

Getting Started with Chat Copilot Generative AI Development

In this blog post, I will take a step back and provide an overview of the segments of functionality that make up most modern Generative AI Chat Copilot. I will also discuss popular options and terms that are useful when building your own chat copilot application.

20 min read

Create a Local Chat Assistant with Open AI and Microsoft Chat Copilot

In my latest blog this week, I’m going to talk about how you can start with the Microsoft Chat Copilot open source repository to start creating your own copilot application with Open AI locally on your own machine.

35 min read
Back to Insights