Personal GTM
My Personal Website Is Not a Portfolio. It Is a Market Interface.
A short note on why the site is organized around direction, judgment, and active work instead of a static list of achievements.
Public-safe notes from private thinking and project work.
Short essays and observations about AI agents, workflow friction, narrative systems, focus, trust, and personal GTM.
Agent Systems
Persona Is Not a Prompt
Long-term character agents need more than tone imitation. They need memory, values, relationship state, and behavioral boundaries.
Agents for Action
Agent Reliability Beyond Demos
The durable work in agent systems often starts after the first impressive run: state, failure memory, recovery, and human handoff.