Metaprogramming With Beliefs: Treating Knowledge About Code as Data (Revised)
This is a revised edition of the original Metaprogramming With Beliefs post from March 2026. The original described analyzing a 15,000-line codebase with 785...
Recent Posts
The Expert Agent (Revised)
This is a revised edition of the original Expert Agent post from March 2026. The original described building expert agents from git repos with markdown belie...
Classical AI Solved Your LLM’s Problems in 1979 (Revised)
This is a revised edition of the original post from February 2026. The original identified five failure modes in multi-agent LLM systems and mapped them to c...
LLMs Don’t Need Bigger Models. They Need Clay Tablets. (Revised)
This is a revised edition of the original Clay Tablets post from March 2026. The core argument is unchanged — LLMs need external memory, not bigger parameter...
You Don’t Need AGI, You Need ADC
AGI is always five years away. Artificial Domain Competence is available right now.