Writing

Thinking out loud.

Short pieces on AI, organizations, and how teams navigate uncertainty — observations from someone who both writes the code and runs the conversations.

AI agents in Rails, for a business that actually has customers For Rails: an AI agent is a background job with a couple of tightly scoped tools and Rails knows how to do that Follow up on my LinkedIn Bot how my LinkedIn bot works So I've created yet another bot I created an app that I connected to Claude and LinkedIn