Blog

Deep-dives on LLMs, RAG architectures, and the data topics nobody else wants to talk about.

AI EngineeringMarch 23, 2026

Why Your AI Chatbot Keeps Giving Wrong Answers

The chatbot isn't broken. It's working exactly as designed on bad inputs. Here's what's actually happening and where the real fix lives.

Data & ArchitectureMarch 30, 2026

dbt vs Natural Language: Do You Still Need to Write SQL?

dbt isn't going anywhere. The question is who gets to interact with it. Right now the answer is whoever knows SQL. That's a small group.

Data & ArchitectureApril 6, 2026

What Is Data Hygiene and Why Does It Matter for AI

Data hygiene means your data is accurate, consistent, and documented. Most data stacks are one of those three things. Here's where the gaps live and why they hit harder once AI is in the loop.