Methodology-as-Infrastructure: From Framework to Runtime
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| Natura: | Recurso digital |
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Zenodo
2026
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| _version_ | 1866901524691550208 |
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| author | Shatny, Michael |
| author_facet | Shatny, Michael |
| contents | Methodology-as-Infrastructure proposes that analytical methodologies can be compiled into deterministic execution layers — transforming descriptive frameworks into executable runtime infrastructure. Using CAL (Cascade Analysis Language) as the primary case study, this paper demonstrates how a 6-dimensional cascade analysis methodology was encoded into a domain-specific language with 10 keywords, 3 formulas, and a PEG parser, producing a deterministic pipeline that operates across domains without modification. 42 cross-industry case studies validate the approach. The concept extends the "as-a-Service" and "as-Code" paradigms into a new category: methodology that becomes the infrastructure other systems build upon. v1.1 adds Appendix B: the citation chain across the MaI ecosystem (CAL, Phoenix, EMBER, Strata — each CITATION.cff referencing this paper automatically) is presented as a concrete demonstration of the composability property defined in Section 2.2. The ecosystem does not merely apply the MaI thesis — it demonstrates it. |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19768883 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Methodology-as-Infrastructure: From Framework to Runtime Shatny, Michael methodology-as-infrastructure domain-specific-language cascade-analysis deterministic-execution cormorant-foraging semantic-intent 6d-methodology executable-methodology composability citation-chain Methodology-as-Infrastructure proposes that analytical methodologies can be compiled into deterministic execution layers — transforming descriptive frameworks into executable runtime infrastructure. Using CAL (Cascade Analysis Language) as the primary case study, this paper demonstrates how a 6-dimensional cascade analysis methodology was encoded into a domain-specific language with 10 keywords, 3 formulas, and a PEG parser, producing a deterministic pipeline that operates across domains without modification. 42 cross-industry case studies validate the approach. The concept extends the "as-a-Service" and "as-Code" paradigms into a new category: methodology that becomes the infrastructure other systems build upon. v1.1 adds Appendix B: the citation chain across the MaI ecosystem (CAL, Phoenix, EMBER, Strata — each CITATION.cff referencing this paper automatically) is presented as a concrete demonstration of the composability property defined in Section 2.2. The ecosystem does not merely apply the MaI thesis — it demonstrates it. |
| title | Methodology-as-Infrastructure: From Framework to Runtime |
| topic | methodology-as-infrastructure domain-specific-language cascade-analysis deterministic-execution cormorant-foraging semantic-intent 6d-methodology executable-methodology composability citation-chain |
| url | https://doi.org/10.5281/zenodo.19768883 |