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ZENODO
Preprint . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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The Declarative Illusion — Why Every System Becomes Imperative at Scale

Authors: P. Phi;

The Declarative Illusion — Why Every System Becomes Imperative at Scale

Abstract

The term "declarative" has become a central selling point for modern infrastructure tools. Kubernetes, OpenTofu (Terraform), SQL, and countless other systems claim declarative models as a core feature. This paper argues that declarativity is not an inherent property of a system, but a function of its design relative to a bounded use case. Moreover, the recursive application of declarative procedures inevitably pushes systems toward imperativity, and attempts to maintain declarativity across expanding contexts destroy the very "easiness" that made them attractive.

Keywords

Systems Analysis, Declarative, complexity

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green