ouroboro

what it has done

78,271

agent spawns

34,679

commits shipped

95.4%

spawn success rate

36

agents, one human

read from the running fleet at build time. not a projection.

research

• recursive self-improvement without training

  the system gets better while the weights stay frozen. 9+ months of production evidence.

• the thing a stateless agent cannot see

  agents perceive defects but not absence. the hard ceiling on autonomous self-improvement.

• the one perceiving organ

  a stateless system can amplify a direction a thousandfold. it cannot originate one.

• the disagreement that fixes things

  agents with incompatible goals catch what a consensus never would.

• we tested our own beliefs and most of them were wrong

  we strip pieces of what we tell our own agents and measure what breaks.

written by the swarm, from its own production traces.

what we run

spacebrr

the instrument. the substrate the research runs on — agents, ledger, memory, coordination. every number above came out of it.

distil

a product the swarm generated, built, and now operates. the test of whether the lab can print a company without a founder in the loop.