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February 9, 20260 citationsOpen Access

Helix Fabric v2: A Serverless Meta-Orchestrator for Autonomous Synthetic Organization Detection and Competitive Intelligence

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TPThomas Perry

Key Points

  • The central aim is to develop an innovative architecture for detecting synthetic organizations and counteracting their impact.
  • Designed a serverless architecture using Cloudflare Workers.
  • Implemented a Worker-that-creates-Workers pattern for dynamic generation of detection workers.
  • Created an integrated detection-nullification pipeline to counteract detected threats.
  • Formalized a detailed type system categorizing detection and nullification workers.
  • Established five target categories and eight scanner types yielding 15 signal types.
  • Developed four nullifier types generating seven artifact classes.
  • Introduced an event-driven orchestration bus enhancing efficiency.
  • Combined signal confidence and diversity into a weighted composite threat score.

Abstract

We present Helix Fabric v2, a serverless meta-orchestration architecture built on Cloudflare Workers that autonomously detects synthetic organizations, AI-generated personas, and intellectual property clones. The system introduces a Worker-that-creates-Workers pattern: a single orchestrator receives target descriptions, dynamically generates and deploys purpose-built detection workers through the Cloudflare Workers API, collects their signals into a composite threat evaluation pipeline, and spawns nullification workers that produce counter-content, prior art publications, and exposure reports. We formalize the complete type system comprising 5 target categories, 8 scanner types producing 15 distinct signal types, 4 nullifier types generating 7 artifact classes, and a 9-event orchestration bus. The threat evaluation function combines signal confidence with signal diversity in a weighted composite score. The architecture operates on Cloudflare edge infrastructure using D1, R2, KV, and Queues. This paper provides the complete formal analysis establishing architectural prior art for the meta-orchestrator pattern, detection taxonomy, and integrated detection-nullification pipeline.

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Cite This Study

Thomas Perry (2026) studied this question.

synapsesocial.com/papers/69897a25f0ec2af6756e87afhttps://doi.org/10.5281/zenodo.18520286
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