Three-Tenant Batch Formation Run: APR-Shaper v6.0.0–v6.0.2

This technical note documents the first multi-tenant batch formation run of APR-Shaper, the substrate-layer governance formation engine within the APR stack. Twenty-seven agent governance profiles were created across three tenants—Cedar Clinic (healthcare, 5 agents), Riverstone Law (civil and family law, 10 agents), and Horizon Pharmacy (retail pharmacy, 12 agents)—with all 27 receiving governance identity issuance under APR-Shaper v6.0.1. The run surfaced and resolved two Worker bugs: a semantic issuance gate threshold error (v6.0.1) and a governance column persistence gap (v6.0.2). Cross-tenant latency baselines were established. Classifier behavior patterns were documented for Phase 6 tuning. All 27 governance identities are confirmed visible to the APR-Lite export endpoint as of v6.0.2 deployment.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-17
DOI
https://doi.org/10.5281/zenodo.19636299
Primary Topic
Pharmaceutical Economics and Policy
Type
article
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article

Three-Tenant Batch Formation Run: APR-Shaper v6.0.0–v6.0.2

Narnaiezzsshaa Truong
Zenodo (CERN European Organization for Nuclear Research)
Pharmaceutical Economics and Policy
article

Three-Tenant Batch Formation Run: APR-Shaper v6.0.0–v6.0.2

Narnaiezzsshaa Truong
article en

Abstract

This technical note documents the first multi-tenant batch formation run of APR-Shaper, the substrate-layer governance formation engine within the APR stack. Twenty-seven agent governance profiles were created across three tenants—Cedar Clinic (healthcare, 5 agents), Riverstone Law (civil and family law, 10 agents), and Horizon Pharmacy (retail pharmacy, 12 agents)—with all 27 receiving governance identity issuance under APR-Shaper v6.0.1. The run surfaced and resolved two Worker bugs: a semantic issuance gate threshold error (v6.0.1) and a governance column persistence gap (v6.0.2). Cross-tenant latency baselines were established. Classifier behavior patterns were documented for Phase 6 tuning. All 27 governance identities are confirmed visible to the APR-Lite export endpoint as of v6.0.2 deployment.

Zenodo (CERN European Organization for Nuclear Research)
American Rock Mechanics Association (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 10%
Pharmaceutical Economics and Policy
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