Notes from the
AI frontier.
Practical, engineer-grade guidance on agentic AI, generative AI & LLMs, and the discipline of getting intelligent systems from pilot to production.
Agentic AI·6 min read
Agentic AI Implementation: A Pilot-to-Production Checklist
A pragmatic checklist that turns an impressive agentic demo into a system you can put in front of customers.
Read the articlearrow_forwardGenerative AI·8 min
RAG vs Fine-Tuning for Enterprise AI: How to Choose
RAG and fine-tuning solve different problems. Choosing wrongly is the most expensive mistake in enterprise GenAI.
May 26, 2026Agentic AI·7 min
Why AI Agent Pilots Fail — and How to Get to Production
An estimated 70–90% of AI agent pilots never reach production. The cause is rarely the model — it is everything around it.
May 12, 2026