{"id":"https://openalex.org/W7225466152","doi":"https://doi.org/10.5281/zenodo.24044462","title":"Holding the Thread: An Open Frame for Checking an Agent's Work Against the Person's Own Words","display_name":"Holding the Thread: An Open Frame for Checking an Agent's Work Against the Person's Own Words","publication_year":2026,"publication_date":"2026-11-07","ids":{"openalex":"https://openalex.org/W7225466152","doi":"https://doi.org/10.5281/zenodo.24044462"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.24044462","doi":"https://doi.org/10.5281/zenodo.24044462","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24044462","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"article-journal"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.24044462","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160692751","display_name":"Mirza Husadzic","orcid":"https://orcid.org/0009-0004-8359-4090","observed_orcids":["https://orcid.org/0009-0004-8359-4090"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Husadzic, Mirza","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0004-8359-4090","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5160692751"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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":0.7559000253677368,"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":0.7559000253677368,"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":0.11980000138282776,"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":0.03709999844431877,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/requirements-engineering","display_name":"requirements engineering","score":0.3869999945163727},{"id":"https://openalex.org/keywords/requirements-decomposition","display_name":"requirements decomposition","score":0.39100000262260437},{"id":"https://openalex.org/keywords/multi-model-collaboration","display_name":"multi-model collaboration","score":0.4560000002384186},{"id":"https://openalex.org/keywords/gadfly","display_name":"gadflies","score":0.6380000114440918},{"id":"https://openalex.org/keywords/ai-assisted-software-engineering","display_name":"AI-assisted software development","score":0.48100000619888306}],"concepts":[{"id":"https://openalex.org/C153180980","wikidata":"https://www.wikidata.org/wiki/Q19776675","display_name":"Commit","level":2,"score":0.7031000256538391},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.623199999332428},{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.546999990940094},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5249999761581421},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.49630001187324524},{"id":"https://openalex.org/C136815107","wikidata":"https://www.wikidata.org/wiki/Q154242","display_name":"Nothing","level":2,"score":0.4943999946117401},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.49390000104904175},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.45669999718666077},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4345000088214874},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.350600004196167},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3366999924182892},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.3061999976634979},{"id":"https://openalex.org/C2185349","wikidata":"https://www.wikidata.org/wiki/Q190558","display_name":"Negation","level":2,"score":0.3027999997138977},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2896000146865845},{"id":"https://openalex.org/C2776213154","wikidata":"https://www.wikidata.org/wiki/Q13370881","display_name":"Verdict","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2685000002384186},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.2644999921321869},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C91302708","wikidata":"https://www.wikidata.org/wiki/Q2732056","display_name":"Ledger","level":2,"score":0.25589999556541443},{"id":"https://openalex.org/C2781085045","wikidata":"https://www.wikidata.org/wiki/Q7318308","display_name":"Reversing","level":2,"score":0.25290000438690186},{"id":"https://openalex.org/C2780154230","wikidata":"https://www.wikidata.org/wiki/Q513420","display_name":"Undo","level":2,"score":0.2515999972820282}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5281/zenodo.24044462","doi":"https://doi.org/10.5281/zenodo.24044462","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24044462","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"article-journal"},{"id":"doi:10.5281/zenodo.24044463","doi":"https://doi.org/10.5281/zenodo.24044463","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24044463","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"article-journal"},{"id":"doi:10.5281/zenodo.24095489","doi":"https://doi.org/10.5281/zenodo.24095489","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24095489","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"article-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.24044462","doi":"https://doi.org/10.5281/zenodo.24044462","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24044462","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"article-journal"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W7225276096","https://openalex.org/W7225425935","https://openalex.org/W7225661298"],"related_works":["https://openalex.org/W7225078047","https://openalex.org/W7203694840","https://openalex.org/W7223021097","https://openalex.org/W7167086070","https://openalex.org/W7225136828","https://openalex.org/W7203618204","https://openalex.org/W7225253116","https://openalex.org/W7168699653","https://openalex.org/W7224895600","https://openalex.org/W7171153371"],"abstract_inverted_index":{"A":[0],"person":[1,18,47],"talks":[2],"to":[3,211],"a":[4,57,74,94,112,125,162,185,190],"coding":[5],"agent":[6,9],"freely.":[7],"The":[8,201],"decomposes":[10],"what":[11,130],"it":[12,103,120,128],"heard":[13],"into":[14],"requirements,":[15],"and":[16,20,43,73,104,133,137,153,170,213],"the":[17,29,35,39,46,49,71,88,100,106,116,135,146,151,154,156,159,164,167,171,178,197,209],"examines":[19],"approves":[21],"that":[22,37,119,148],"first":[23,31],"transformation,":[24],"which":[25,65],"fixes":[26],"them":[27],"as":[28,189],"work's":[30],"frame,":[32],"frame":[33,89],"0;":[34],"rules":[36,72],"govern":[38],"work":[40],"are":[41,194],"curated":[42],"approved":[44],"by":[45],"in":[48,61,64],"same":[50],"way.":[51],"This":[52],"working":[53],"paper":[54],"describes":[55,129],"frame-loop,":[56],"Claude":[58],"Code":[59],"plugin":[60],"early":[62],"alpha,":[63],"code":[66],"checks":[67],"every":[68],"change":[69,86,152],"against":[70,87],"reader":[75],"from":[76,196],"another":[77],"model":[78],"family":[79],"(Muse":[80],"Spark":[81],"1.3)":[82],"judges":[83],"each":[84,206],"flagged":[85],"under":[90],"Gadfly's":[91],"counterfactual":[92],"trials:":[93],"fit":[95],"counts":[96],"only":[97],"when":[98],"removing":[99],"requirement":[101,107],"removes":[102],"reversing":[105],"turns":[108],"it.":[109],"That":[110],"shows":[111],"verdict":[113],"rests":[114],"on":[115,199],"requirement,":[117],"not":[118],"is":[121,124,131,140],"right.":[122],"It":[123],"design":[126],"paper:":[127],"built":[132],"imagines":[134],"rest,":[136],"nothing":[138],"here":[139],"yet":[141],"measured.":[142],"Its":[143],"limits":[144],"name":[145],"label":[147],"stands":[149],"between":[150],"reader,":[155],"model-written":[157],"inversions,":[158],"cost":[160],"of":[161,166,218],"reading,":[163],"reach":[165],"authority":[168],"guard,":[169],"single":[172],"harness":[173],"tried.":[174],"An":[175],"appendix":[176],"reads":[177],"paper's":[179],"own":[180],"citations":[181],"with":[182],"Gadfly,":[183],"including":[184],"planted":[186],"false":[187],"claim":[188,202,207],"control;":[191],"its":[192],"records":[193],"available":[195],"author":[198],"request.":[200],"ledger":[203],"(CLAIMS.md)":[204],"ties":[205],"about":[208],"software":[210],"files":[212],"lines":[214],"at":[215],"commit":[216],"25f8a33":[217],"claude-frame-loop.":[219]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-08T00:00:00"}