loop

2 post(s)

2026-08-22

Loop engineering: making long-running agent work durable

A chat loses context. future-loop turns "keep an eye on this for a week" into a durable goal — a todo graph, human gates, per-step evidence, and a verifiable definition of done that survives sessions, restarts, and parallel workers. This is how the control plane works, and how it carried the Matilda tiling run.

agent loop multi-agent architecture

2026-08-13

Solving a combinatorics problem with a team of four LLMs

We gave a 16×16 tiling problem to four different models working in parallel under the future-loop control plane. Over 4.5 hours and 15 rounds the answer went from 30 to a verified 21 — and the two decisive breaks came from different models disagreeing with each other, not from any single model reasoning harder.

agent loop multi-agent llm experiments