{"id":"https://openalex.org/W7131826990","doi":"https://doi.org/10.1007/s10515-026-00600-5","title":"Generative AI as an infrastructure copilot: automating Infrastructure-As-Code across the DevSecOps lifecycle","display_name":"Generative AI as an infrastructure copilot: automating Infrastructure-As-Code across the DevSecOps lifecycle","publication_year":2026,"publication_date":"2026-02-27","ids":{"openalex":"https://openalex.org/W7131826990","doi":"https://doi.org/10.1007/s10515-026-00600-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10515-026-00600-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10515-026-00600-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10515-026-00600-5.pdf","source":{"id":"https://openalex.org/S4210177399","display_name":"Automated Software Engineering","issn_l":"0928-8910","issn":["0928-8910","1573-7535"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automated Software Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10515-026-00600-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5127033253","display_name":"Matteo Esposito","orcid":null},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Matteo Esposito","raw_affiliation_strings":["University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093219886","display_name":"Mikel Robredo","orcid":null},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mikel Robredo","raw_affiliation_strings":["University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078111792","display_name":"Alexander Bakhtin","orcid":"https://orcid.org/0000-0003-3513-7253"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Alexander Bakhtin","raw_affiliation_strings":["University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125757128","display_name":"Davide Taibi","orcid":null},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["DK","FI"],"is_corresponding":false,"raw_author_name":"Davide Taibi","raw_affiliation_strings":["University of Oulu, Oulu, Finland","University of Southern Denmark, Vejle, Denmark"],"affiliations":[{"raw_affiliation_string":"University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"University of Southern Denmark, Vejle, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015576503","display_name":"Valentina Lenarduzzi","orcid":"https://orcid.org/0000-0003-0511-5133"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["DK","FI"],"is_corresponding":false,"raw_author_name":"Valentina Lenarduzzi","raw_affiliation_strings":["University of Oulu, Oulu, Finland","University of Southern Denmark, Vejle, Denmark"],"affiliations":[{"raw_affiliation_string":"University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"University of Southern Denmark, Vejle, Denmark","institution_ids":["https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5127033253"],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36074485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.5703999996185303,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.5703999996185303,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.1436000019311905,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.10050000250339508,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/devops","display_name":"DevOps","score":0.8948000073432922},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.739300012588501},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7164000272750854},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.635699987411499},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.5257999897003174},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4625000059604645},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4023999869823456}],"concepts":[{"id":"https://openalex.org/C9903902","wikidata":"https://www.wikidata.org/wiki/Q3025536","display_name":"DevOps","level":3,"score":0.8948000073432922},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.739300012588501},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7164000272750854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7131999731063843},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.635699987411499},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.6126999855041504},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.5257999897003174},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4625000059604645},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4023999869823456},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.397599995136261},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.37689998745918274},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3693999946117401},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3497999906539917},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3483999967575073},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.3237000107765198},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3027999997138977},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.289900004863739},{"id":"https://openalex.org/C509989072","wikidata":"https://www.wikidata.org/wiki/Q15188241","display_name":"Model-driven architecture","level":4,"score":0.2712000012397766},{"id":"https://openalex.org/C2984968299","wikidata":"https://www.wikidata.org/wiki/Q1077784","display_name":"Software tool","level":3,"score":0.2680000066757202},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.2624000012874603},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25450000166893005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10515-026-00600-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10515-026-00600-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10515-026-00600-5.pdf","source":{"id":"https://openalex.org/S4210177399","display_name":"Automated Software Engineering","issn_l":"0928-8910","issn":["0928-8910","1573-7535"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automated Software Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10515-026-00600-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10515-026-00600-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10515-026-00600-5.pdf","source":{"id":"https://openalex.org/S4210177399","display_name":"Automated Software Engineering","issn_l":"0928-8910","issn":["0928-8910","1573-7535"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automated Software Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6508331298828125,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G36806144","display_name":null,"funder_award_id":"6GSoft","funder_id":"https://openalex.org/F4320328501","funder_display_name":"Business Finland"},{"id":"https://openalex.org/G5762173606","display_name":null,"funder_award_id":"349488","funder_id":"https://openalex.org/F4320328501","funder_display_name":"Business Finland"}],"funders":[{"id":"https://openalex.org/F4320321727","display_name":"Opetus- ja Kulttuuriministeri\u00f6","ror":"https://ror.org/02w52zt87"},{"id":"https://openalex.org/F4320323692","display_name":"Oulun Yliopisto","ror":"https://ror.org/03yj89h83"},{"id":"https://openalex.org/F4320328501","display_name":"Business Finland","ror":"https://ror.org/05bgf9v38"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7131826990.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1051747289","https://openalex.org/W2616535920","https://openalex.org/W2621143560","https://openalex.org/W2626326791","https://openalex.org/W2715183888","https://openalex.org/W2809228306","https://openalex.org/W2883411629","https://openalex.org/W2922234936","https://openalex.org/W2993710525","https://openalex.org/W3093046707","https://openalex.org/W3127327184","https://openalex.org/W3157440142","https://openalex.org/W4214876890","https://openalex.org/W4386982649","https://openalex.org/W4390097191","https://openalex.org/W4391305857","https://openalex.org/W4392962916","https://openalex.org/W4399667778","https://openalex.org/W4399667981","https://openalex.org/W4400681622","https://openalex.org/W4401543590","https://openalex.org/W4403413493","https://openalex.org/W4405846350","https://openalex.org/W4406205485","https://openalex.org/W4413360246","https://openalex.org/W4414043646","https://openalex.org/W4415109679","https://openalex.org/W7082369169"],"related_works":[],"abstract_inverted_index":{"Practitioners":[0],"and":[1,33,36,94,118,120,128],"researchers":[2,122],"continuously":[3],"focus":[4],"on":[5,56,64,106,125],"developing":[6],"automation":[7,28],"strategies":[8],"to":[9,59,92,102,108,123],"cope":[10],"with":[11],"the":[12,17,34],"exponentially":[13],"demanding":[14],"need":[15],"for":[16,45,78,115,121],"timely":[18],"deployment":[19],"of":[20],"software":[21],"projects":[22],"in":[23],"tight":[24],"release":[25],"schedules.":[26],"Such":[27],"techniques":[29],"include":[30],"Infrastructure-as-Code":[31],"(IaC)":[32],"DevOps":[35],"DevSecOps":[37,65,90],"cycles.":[38],"Recent":[39],"studies":[40,53],"investigated":[41],"generative":[42],"AI":[43],"(GenAI)":[44],"generating":[46],"infrastructure":[47,76,116],"as":[48,111],"code":[49],"scripts.":[50,97],"However,":[51],"no":[52],"have":[54,103],"focused":[55],"using":[57],"GenAI":[58,84],"generate":[60],"IaC":[61,69,96],"scripts":[62],"based":[63],"stage":[66,91],"artifacts.":[67],"Different":[68],"tools":[70],"serve":[71],"varied":[72],"purposes,":[73],"requiring":[74],"specific":[75],"setups":[77],"different":[79],"project":[80],"stages.":[81],"We":[82,98],"envision":[83],"models":[85],"leveraging":[86],"artifacts":[87],"from":[88],"each":[89],"create":[93],"refine":[95],"trust":[99],"our":[100,126],"approach":[101],"an":[104,112],"impact":[105],"practitioners":[107],"leverage":[109],"it":[110],"automatic":[113],"copilot":[114],"design":[117],"deployment,":[119],"build":[124],"vision":[127],"future":[129],"empirical":[130],"validation.":[131]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2026-02-28T00:00:00"}
