Agentic Notes

Agentic Notes

Building production AI workflows with Claude Code, exploring methodology to scale solo founder efficiency.

EssayJun 24, 202611 min read

Agent-Building Is Training

And You Hold the Key

Validate picks the starting point. To make an agent good for YOUR problem you have to train it — tool and skill are the weights, the scorer is the loss. Here is that loop, and the information-theoretic reason you (the human) are the one weight that cannot be removed.

#AIAgents#Training#Skills#Human-in-the-loop
EssayMay 28, 202611 min read

Validate AI Workflows 50x Faster

No-Build-First Method

A tool-agnostic methodology to separate experimentation runtime from production runtime — saving weeks of engineering before writing a single line of production code.

#AIAgents#Methodology#Engineering