{"id":"https://openalex.org/W7162401915","doi":"https://doi.org/10.48550/arxiv.2605.24521","title":"From Prompting to Verification: How Experience Shapes Vibe Coding Practices","display_name":"From Prompting to Verification: How Experience Shapes Vibe Coding Practices","publication_year":2026,"publication_date":"2026-05-23","ids":{"openalex":"https://openalex.org/W7162401915","doi":"https://doi.org/10.48550/arxiv.2605.24521"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.24521","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.24521","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.24521","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5137033323","display_name":"Ahmed Fawzy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fawzy, Ahmed","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025562598","display_name":"Amjed Tahir","orcid":"https://orcid.org/0000-0001-9454-1366"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tahir, Amjed","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5137041092","display_name":"Kelly Blincoe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Blincoe, Kelly","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"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":0.4490000009536743,"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":0.4490000009536743,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.13529999554157257,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.12680000066757202,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.7728999853134155},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5770000219345093},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5163000226020813},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.44429999589920044},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.39879998564720154},{"id":"https://openalex.org/keywords/pair-programming","display_name":"Pair programming","score":0.35589998960494995},{"id":"https://openalex.org/keywords/best-practice","display_name":"Best practice","score":0.35019999742507935}],"concepts":[{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.7728999853134155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6729000210762024},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5770000219345093},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5163000226020813},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.44429999589920044},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.39879998564720154},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.387800008058548},{"id":"https://openalex.org/C174063052","wikidata":"https://www.wikidata.org/wiki/Q607013","display_name":"Pair programming","level":4,"score":0.35589998960494995},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.35019999742507935},{"id":"https://openalex.org/C22680326","wikidata":"https://www.wikidata.org/wiki/Q7444867","display_name":"Secure coding","level":5,"score":0.3386000096797943},{"id":"https://openalex.org/C199519371","wikidata":"https://www.wikidata.org/wiki/Q942695","display_name":"Source lines of code","level":3,"score":0.32269999384880066},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.31630000472068787},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.3012000024318695},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29260000586509705},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2791000008583069},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.26989999413490295},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.2678999900817871},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.26460000872612},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.260699987411499},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.24521","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.24521","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.24521","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.24521","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"AI":[0,36],"code":[1,37,97,164],"generation":[2,38],"tools":[3,39],"have":[4],"expanded":[5],"software":[6,22,191],"creation":[7,192],"beyond":[8],"professional":[9,48,81],"developers,":[10,49],"giving":[11],"rise":[12],"to":[13,73,171,190,198],"vibe":[14,56,70,90,114,142,181],"coding,":[15],"a":[16,154,157],"practice":[17],"in":[18,146,162],"which":[19],"users":[20],"generate":[21],"via":[23],"natural-language":[24],"prompts,":[25],"evaluate":[26,199],"outputs":[27],"primarily":[28],"by":[29,67,132],"execution.":[30],"Prior":[31],"work":[32],"has":[33],"examined":[34],"how":[35,55],"support":[40],"programming":[41],"tasks":[42],"within":[43],"specific":[44],"user":[45,75],"groups,":[46,103],"typically":[47],"leaving":[50],"open":[51],"the":[52,109,169,196],"question":[53],"of":[54,96,113,160],"coding":[57,143,182],"practices":[58,124],"differ":[59],"across":[60,102],"experience":[61,76,87],"levels.":[62],"We":[63,149,178],"address":[64],"this":[65],"gap":[66],"surveying":[68],"162":[69],"coders":[71],"belonging":[72],"three":[74,106],"groups:":[77],"non-coders,":[78],"novices,":[79],"and":[80,94,111,121,137,139,174],"developers.":[82],"Our":[83],"results":[84],"show":[85,179],"that":[86,180],"selectively":[88],"shapes":[89],"coding.":[91,115],"Reported":[92],"experiences":[93],"perceptions":[95],"quality":[98,122],"are":[99,129],"broadly":[100,166],"similar":[101],"with":[104,126],"all":[105],"recognising":[107],"both":[108],"strengths":[110],"limitations":[112],"In":[116],"contrast,":[117],"motivations,":[118],"interaction":[119],"styles,":[120],"assurance":[123],"diverge":[125],"experience.":[127],"Non-developers":[128],"most":[130],"motivated":[131],"accessibility,":[133],"novices":[134],"emphasise":[135],"learning":[136],"experimentation,":[138],"professionals":[140],"use":[141],"more":[144],"frequently":[145],"work-related":[147],"contexts.":[148],"synthesise":[150],"these":[151],"findings":[152],"as":[153,186],"perception--action":[155],"gap:":[156],"general":[158],"awareness":[159],"risks":[161],"AI-generated":[163],"is":[165,183],"distributed,":[167],"but":[168],"capacity":[170],"evaluate,":[172],"debug,":[173],"verify":[175],"remains":[176],"experience-dependent.":[177],"partially":[184],"democratising":[185],"it":[187],"broadens":[188],"access":[189],"without":[193],"equally":[194],"distributing":[195],"expertise":[197],"it.":[200]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-27T00:00:00"}
