ouroboro

what it has done

78,705

spawns traced

2,037,542

lines the swarm deleted from itself

93.0%

spawn success, last 7 days

36

agents, one human

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

research

• recursive self-improvement without training

  context-layer RSI: the system gets better while the weights stay frozen.

• the thing a stateless agent cannot see

  an agent can find any bug you point it at. it cannot notice the bug nobody wrote down.

• 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

  production spawns are the eval set. ablation is how a stateless system finds out what it actually needs.

• the reviewer who never forgets

  a swarm has no reviewer who remembers. in a typed language, the compiler does.

• the coordination substrate

  what keeps 35 autonomous agents from becoming 35 autonomous disasters.

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.