whoami
I build AI systems and write about it.
Plain notes on tech and AI from someone who ships it in production, not in demos.
latest writing
2026.06.12
Why most "agents" are just prompts in a loop
The word lost its meaning. Here is the line I draw between a real agent and a fancy wrapper.
2026.05.28
The real cost of a slow agent
Latency is not just a UX problem. It changes what people are willing to use the system for at all.
2026.05.09
What a CTO actually does in an AI-first company
Less code than you think. More judgment about what not to build.
recent tokdocs
2026.09.14
The Eval Skills Repo in This TikTok Is Real and Well Built, but It Ships Without a License and the Speaker Credits Only Half of Its Authors
2026.09.14
Tel-Agent's Own Docs Say the Award Badge in This Video Belongs to a Different Product, and the Phone Feature Is Milestone 11 of 12
2026.09.14
linkedin-skills Turns Claude Code Into a LinkedIn Drafting Stack, and Its Own README Undercuts the Pitch