Jan2023

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Tokens / engineer / month76M

Production logs / month30b

Contributions in the last year225,000

Safety stops coming from reading.
Safety starts coming from measuring.

The
Superdark
Factory

Explore a new approach→

Poliks. Trillo. Dunn. Scott-Douglas. Springett. The Superdark Factory: Toward the Full Automation of Software. Agentworld (MIT Press). August 2026.

a new approach →

/* Same destination as the reduced-motion path: no instruments, but the ending and its link are there and reachable. */ html, body { overflow: auto; height: auto; } #stage { position: static; overflow: visible; } #dash, #scrub, #skip, #tip { display: none; } #end { position: static; opacity: 1; pointer-events: auto; padding: 4rem max(1.5rem, 6vw) 5rem; } #end .door { opacity: 1; transform: none; }