Writing

Samuel Ochoa writing

The framework is the main output. Supplemental essays and notes live here.

The Framework

A 40+ page handbook on autonomous AI. Claude, MCP, plugins, Claude Code, agent patterns, and going fully autonomous. Start with the overview.

Essays

Coming soon. Standalone essays on specific topics will appear here over time.