Topic
Architecture
System design for AI and data platforms: RAG architectures, feature stores, retrieval pipelines, and when to pick retrieval vs fine-tuning vs hybrid.
2 articles
AI Architecture
RAG vs Fine-Tuning - How to Actually Decide
A decision framework for when to use retrieval vs. when to actually train, from someone who has built both in production at enterprise scale.
December 2024 7 min read
AI Architecture
Agentic AI: What It Actually Means and Why Most Implementations Miss the Point
The term "agentic AI" is everywhere right now. Here is what it actually means, where current implementations fall short, and what it takes to build agents that work reliably in production.
October 2023 7 min read