NOTES
Working in public.
Founder conversations, technical breakdowns, and notes from building practical AI automation systems.
May 2026 · 4 min read
What I Automated for My Own Business (and What It Taught Me About AI Consulting)
The useful automation was not the clever AI layer. It was removing the handoffs where orders, updates, and context kept getting lost.
May 2026 · 3 min read
Why I Am Not Selling AI Agents Yet
Agents are the visible layer. The work that makes them reliable is underneath: workflow, data, integrations, and edge cases.
May 2026 · 4 min read
AI in E-Commerce Is About to Stop Being a Channel and Start Being a Customer
Agentic commerce will reward stores that are legible to machines: clean product data, clear policies, and dependable operational APIs.