Notesfromthestudio.
Engineering deep-dives, design opinions, and lessons from shipping production software.
ML / AI
Why your RAG system is lying to you (and how to catch it)
Most RAG pipelines hallucinate more than teams realize. Here's the eval framework we use on every engagement to measure faithfulness, relevance, and groundedness — before users find the bugs for you.