About two years ago, I bought a used CRF250 dirt bike. What I didn’t realize at the time was that the fuel tank was rusted—and that little detail started a…

MariaDB 11 just introduced a vector database, and of course, I had to try it out. Spoiler: it’s awesome. Recently, I needed to implement a RAG (Retrieval-Augmented Generation) system to…

As much as I’d love to think otherwise, history has proven I don’t exactly have a green thumb. But I keep trying. We love Thailand and Thai food, so my…

Have you ever searched for something and felt the answers were close, but not quite right? That’s where RAG (Retrieval-Augmented Generation) steps in. Instead of only guessing based on what…

After spending a year building on Solana, I’ve noticed my initial excitement slowly shift toward frustration. While the technology itself is powerful and promising, the lack of real oversight and…

When a client asked me to explore Shopify’s new B2B functionality, I was curious to see how far it could go. What I found was a platform with a lot…

A client recently shared his frustration: getting accurate numbers across multiple business channels was nearly impossible. He either had to accept whatever data was presented or spend hours digging just…

A client came to me with an AWS bill of over $2,000/month for a single NOP deployment and asked if I could help reduce it. At first glance, the system…

We have been working hard the past month to try and release a alpha version as soon as possible. The refactor on Slim 4 is almost fully tested for the…