AI Systems
Models, embeddings, RAG, reliability, governance, and the practical realities of AI adoption.
Topics
Browse the recurring themes behind the writing and signals. Some topics are broad, some are more tactical, but together they sketch the terrain this site keeps returning to.
Focus Areas
Models, embeddings, RAG, reliability, governance, and the practical realities of AI adoption.
AWS, Azure, GCP, platform foundations, and the architecture choices that shape long-term leverage.
Enterprise patterns, integration choices, and the system design decisions that age well or badly.
Guardrails, IAM, secrets, platform safety, and security patterns that matter in practice.
Automation, tools, notebooks, agents, and the mechanics of getting better technical work done.
All Topics