If I asked you to tell me what is related to what, you would not run a vector search in your head — you would build a little graph. That is what makes a Knowledge Graph more powerful than RAG, and you do not need a multi-thousand-dollar graph database to do it. Stop and try it. Picture your three closest co-workers. Now picture what projects they are on, who reports to whom, and which of them sat in the meeting last Tuesday. You did not "search" for any of that. You walked a

Most of the open-source projects I build these days end up calling an LLM. Every time, I find myself writing the same boilerplate to wire up OpenAI, Azure OpenAI, Anthropic, or Google. SimpleChat is the starter project that ends that cycle. The idea is simple. SimpleChat is a clean, working Blazor + .NET 10 Aspire chat application that already knows how to talk to OpenAI , Azure OpenAI , Anthropic , and Google AI — and it lets the end user pick the provider and the model a

We covered the new Agentic Coding workflow in a previous Blog post . This time, we will look at what we covered with a practical example. We are going to re-create a previous application that we originally "vibe coded". This was covered in detail in: Vibe Coding Using Visual Studio Code and Blazor: Creating an RFP Responder . In that article, we cover creating an RFP Responder that allows users to upload PDFs and create a knowledgebase that can then be used to respond to

The Agentic Coding Workflow is a structured method where developers act as architects rather than typists. Instead of prompting AI for immediate code, we first demand a detailed blueprint (in Markdown) and a visual map (Mermaid diagrams). We then employ "Agents"—AI tools capable of executing tasks and verifying their own work using testing tools like Playwright—to build the code reliability. Note: Also see: The Agentic Coding Workflow: A Practical Example .   Whe

Forward Unlimited Domains Building your own email infrastructure can feel like a dark art, but sometimes you just need a simple, robust way to forward emails from multiple domains without paying per-user fees. In this post, we’re going to look at BlazorSMTPForwarder , an application that allows you to accept incoming emails on an unlimited number of domains and forward them to specific addresses using SendGrid. It leverages a Blazor front-end for easy management and a backend Windows Servi