Field notes

Notes from the build floor.

Frameworks, patterns, and lessons from shipping AI and automation into real businesses.

Claude Code · 6 min read

The 12 Claude Code Features That Actually Move the Needle

Most teams touch three of these. The ones running AI as infrastructure use all twelve.
AI Adoption · 5 min read

The Five Levels of Claude: From Chatbot to Autonomous System

Most teams stop at Level 1 and wonder why AI hasn’t moved the needle. Here’s the climb.