🪞 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
System Design
🔒 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
Building a Proactive AI Personal Assistant: How Quick & Professional Can We Build It?
What if your AI assistant didn’t wait for you to ask? What if it already knew … Building a Proactive AI Personal Assistant: How Quick & Professional Can We Build It?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