autopoiesis

A self-evolving LLM paper-trading agent, graded against its own broker evidence. Paper only: the Guardian's limits cannot be weakened by any configuration, and every number on this site names the command that produced it.

A research instrument, not a product. It trades a paper account, grades its own strategies against broker-confirmed fills, retires the ones that do not earn their place, and publishes every claim it makes with the command that produced it.

Every figure here is published from docs/site/figures.json, and each names the command that produced it. There are no screenshots: a reader can re-run a command and cannot re-derive an image.

agent, after cost
UNKNOWN

allocation and aligned rolling equity history unavailable

vs SPY holding
UNKNOWN

aligned portfolio comparison unavailable

trading days on record
27

against a 60-day target

gate
59 classes

2027 tests across 116 files

What it has shown

What it has not shown