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will.walnut.world
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Six months in the lab.

AI researcher. Spent half a year deep in the models — studying how context compounds, how agents degrade, where the architecture breaks. The research that became Walnut's foundation.

What I'm building

[V]ALIVE Research
publishing

The empirical basis for alive computers. What happens when you give an agent persistent context across sessions. What breaks. What compounds.

[E]Agent Architecture
active

Testing how different context structures affect agent performance. File-based vs database. Flat vs nested. The experiments that shaped the ALIVE framework.

[L]Lab Notes
ongoing

Six months of findings, dead ends, and breakthroughs. The raw material behind the thesis.

This world is powered by Walnut

open source context infrastructure