Pairing Claude Code with Local Models
# Introduction Agentic coding sessions are expensive. A single Claude Code session — reading…
When PyMuPDF Can’t See the Table: Parse PDFs for RAG with Azure Layout
companion in Enterprise Document Intelligence, the series that builds an enterprise RAG system from four…
Visualizing memorization in RNNs
Memorization in Recurrent Neural Networks (RNNs) continues to pose a challenge in many applications. We’d…
Local Agentic Programming on the Cheap: Claude Code + Ollama + Gemma4
# Introduction Visualize this: a multi-agent workflow that reads files, writes patches, runs tests, and…
10 Common RAG Mistakes We Keep Seeing in Production
I of this series with Angela Shi. This pitfalls article lists the failure modes we…
A Visual Exploration of Gaussian Processes
Even if you have spent some time reading about machine learning, chances are that you…
A Deep Dive into Calibration of Language Models: Platt Scaling, Isotonic Regression, Temperature Scaling
# Introduction A model that says it is 90% confident should be right 90% of…
Picking an Experimentation Platform: A Retrospective
, in every company that wants to ship products people love, when “we should experiment…
Open Questions about Generative Adversarial Networks
By some metrics, research on Generative Adversarial Networks (GANs) has progressed substantially in the past…