Writing
Thoughts on AI workflows, project updates, and lessons learned
Stop Getting Attached to Your AI Tooling
I spent five weeks building an orchestration system for AI agents. Two months later I deleted it. Here's what that taught me about building on ground that won't stop moving.
The Rutter Pattern: AI Memory Through Continuous Refinement
Pilots who survived the age of sail had rutters — distilled wisdom from accumulated voyages. Your AI workflow needs the same: park documents for raw experience, durable artifacts for extracted patterns.