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Research

White Papers

Technical papers for builders, operators, and technically curious readers.

From Gig Economy to Bot Economy

A white paper on how autonomous agents shift digital labor from human gig workflows to reliable bot-native execution.

What you will find

  • Single-binary architecture and operational model
  • Security model, trust boundaries, and threat assumptions
  • Performance profile, reliability design, and failure handling
  • Economic model for cost optimization and yield behavior

New research will be published here as additional papers are released.