Improve your proficiency with Claude Code.

The post How to Effectively Align Your Intent with Claude Code appeared first on Towards Data Science.

What a production incident taught me about trusting a model to judge another model's work

The post The LLM Judge That Kept Agreeing With Itself appeared first on Towards Data Science.

Enterprise Document Intelligence [Vol.1 #14A] - Three questions tell you which shape a document collection has, and each shape wants a different architecture

The post Three Kinds of RAG Corpus, and What It Costs to Build for the Wrong One appeared first on Towards Data Science.

A hands-on guide to fine-tuning LLMs for the real world

The post How to Fine-Tune an LLM: An End-to-End Guide appeared first on Towards Data Science.

Why retrieval quality should be a property of the system, not of the question's wording? Rebuilding knowledge layer with graph traversal on every query, bitemporal edges, and two-threshold entity resolution.

The post Making the Knowledge Layer a Graph You Actually Traverse appeared first on Towards Data Science.