A demo is a promise made under conditions that will never exist again. The data was … The demo was never going to tell you the truth.Read more
LLM Architecture
DEVSECOPS : Ship Fast.Ship Secure.
A visual guide to building security into modern software delivery — from the first design decision … DEVSECOPS : Ship Fast.Ship Secure.Read more
Most eval suites don’t test the model. They test the team’s assumptions.
🪞 The mirror problem Your eval suite is not always a test. Sometimes, it is a … Most eval suites don’t test the model. They test the team’s assumptions.Read more
🔒 Human-in-the-loop is not a UX feature. It is a safety layer.
We thought we were removing friction. In reality, we were removing the last checkpoint. AI without … 🔒 Human-in-the-loop is not a UX feature. It is a safety layer.Read more
AI Orchestration: The Real Shift in How We Build Software
Most AI discussions focus on the wrong thing. Everyone debates which model is better, faster, or … AI Orchestration: The Real Shift in How We Build SoftwareRead more
Most teams blame the model. The pipeline was the problem all along.
RAG failures rarely happen in the prompt. They happen upstream – long before the model is … Most teams blame the model. The pipeline was the problem all along.Read more
The smartest model is not always the right model.
We ran an entire AI pipeline through one model for three months.Then we looked at the … The smartest model is not always the right model.Read more