Agent Artifact Availability

This technical note introduces Agent Artifact Availability (AAA) — a formal framework for preserving the outputs of computational work in autonomous agent systems. As independent agents operate across distributed environments, the artifacts they produce — datasets, model outputs, research results, and intermediate computational states — routinely become inaccessible or lost when processes end or environments are torn down. This note establishes AAA as a distinct reliability requirement: artifacts must remain retrievable, verifiable, and reusable across agents, workflows, and time. Rather than treating computational outputs as temporary byproducts, the framework positions them as durable units of completed work. Traditional storage systems — files, databases, cloud object stores — were designed for human-operated systems and lack the mechanisms required for machine-driven computational networks. AAA is proposed as a dedicated infrastructure layer to fill this gap. This is Technical Note 01 of the Agent Artifact Availability (AAA) Framework series.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-11
DOI
https://doi.org/10.5281/zenodo.19059195
Primary Topic
Scientific Computing and Data Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Agent Artifact Availability

Rich Kopcho
Zenodo (CERN European Organization for Nuclear Research)
Scientific Computing and Data Management
article

Agent Artifact Availability

Rich Kopcho
article en

Abstract

This technical note introduces Agent Artifact Availability (AAA) — a formal framework for preserving the outputs of computational work in autonomous agent systems. As independent agents operate across distributed environments, the artifacts they produce — datasets, model outputs, research results, and intermediate computational states — routinely become inaccessible or lost when processes end or environments are torn down. This note establishes AAA as a distinct reliability requirement: artifacts must remain retrievable, verifiable, and reusable across agents, workflows, and time. Rather than treating computational outputs as temporary byproducts, the framework positions them as durable units of completed work. Traditional storage systems — files, databases, cloud object stores — were designed for human-operated systems and lack the mechanisms required for machine-driven computational networks. AAA is proposed as a dedicated infrastructure layer to fill this gap. This is Technical Note 01 of the Agent Artifact Availability (AAA) Framework series.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 17%
Scientific Computing and Data Management
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