Here's my current AI stack
Here's my current AI stack: open source, a dedicated memory system, multi-agent access, spec judges, evals, and as much of the process in code as possible.
DTC operator · AI builder
What happens when AI becomes the commerce layer.
7 years scaling consumer brands. Now building AI systems. Writing at the intersection — for operators who want the structural view, not the ChatGPT-for-email take.
Latest posts
View allGit-owned knowledge base: markdown in git is not a hack
A git-owned knowledge base is markdown in a repo you control. A YC launch listed that as a hack. You want a record you can diff, refuse, and take with you.
33 workflows, five layers — what a real harness looks like from the inside
The piece I wrote on harnesses described five component layers that every production agentic system needs: orchestration and planning, an execution environment, validation and quality control, context and memory management, and logic and interaction.