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Shonin Bench

Vetted AI builders from the Study Group, available for contract work and forward-deployed roles.

The split

LLM writes
Writes profiles from shipped work
System One decides
Matches roles to candidates
Code executes
Scheduling, contracts, payouts

Engine

Certificates, shipped capstones and decision-logged assessments as the vetting signal.

Rulebook

What correct means here, and the mistakes we've already caught. It grows one job at a time.

  1. R01Only Builder-certified members are listed.
  2. R02Every profile links to shipped work.
  3. R03Clients rate every engagement; low ratings end listings.

Intake

  • Role, stack and timezone
  • Budget
  • Start date
UNIT
One placement or contract
REVIEW LAYER
A person interviews every member before listing.
DELIVERY
Shortlist in 72 hours.
TURNAROUND
72 hours to shortlist

How we find buyers

  • Clients of the services arm
  • Ecosystem partners hiring builders

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