The Production Bug We were building a RAG application over legal documents. Users ask...
The Production Bug
We were building a RAG application over legal documents.
Users ask legal questions, the system retrieves relevant law sections and
court decisions, the LLM synthesizes an answer with citations.
The citations are the whole point. A legal answer without a working
A few months ago, I was building a system to answer questions from 100-page technical PDFs. You know...
A Researcher's Perspective on Retrieval Quality in RAG Systems
Most RAG blog posts read like product brochures. After building a few systems over the last months...
Andrej Karpathy recently shared a fascinating concept called the "LLM Wiki"—a brilliant shift from...
LLMs are probabilistic text generators. In a notebook demo, that's fine. In production, it means your...
Learn how you can route production traces automatically, implement consistent labeling, and use annotations in a repeatable loop…
