{"id":"https://openalex.org/W7138388569","doi":"https://doi.org/10.48550/arxiv.2603.13258","title":"Your Code Agent Can Grow Alongside You with Structured Memory","display_name":"Your Code Agent Can Grow Alongside You with Structured Memory","publication_year":2026,"publication_date":"2026-02-25","ids":{"openalex":"https://openalex.org/W7138388569","doi":"https://doi.org/10.48550/arxiv.2603.13258"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.13258","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.13258","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":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.13258","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5129647677","display_name":"Yi-Xuan Deng","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Deng, Yi-Xuan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129685034","display_name":"Xiaoqin Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Xiaoqin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129751847","display_name":"Yi Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Yi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129736003","display_name":"Guo-Wei Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang, Guo-Wei","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5129701724","display_name":"Shuojin Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang, Shuojin","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5129647677"],"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":0.3662000000476837,"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":0.3662000000476837,"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":0.33629998564720154,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.03909999877214432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7038999795913696},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.504800021648407},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4587000012397766},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.43230000138282776},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.3808000087738037},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.3260999917984009},{"id":"https://openalex.org/keywords/software-evolution","display_name":"Software evolution","score":0.32420000433921814},{"id":"https://openalex.org/keywords/autonomous-agent","display_name":"Autonomous agent","score":0.32109999656677246}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7484999895095825},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7038999795913696},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.504800021648407},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5040000081062317},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4587000012397766},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.43230000138282776},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.3808000087738037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37599998712539673},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3659000098705292},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.32850000262260437},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.3260999917984009},{"id":"https://openalex.org/C202105479","wikidata":"https://www.wikidata.org/wiki/Q265013","display_name":"Software evolution","level":5,"score":0.32420000433921814},{"id":"https://openalex.org/C13687954","wikidata":"https://www.wikidata.org/wiki/Q4826847","display_name":"Autonomous agent","level":2,"score":0.32109999656677246},{"id":"https://openalex.org/C2985957978","wikidata":"https://www.wikidata.org/wiki/Q492","display_name":"Human memory","level":3,"score":0.3188999891281128},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.31690001487731934},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.31049999594688416},{"id":"https://openalex.org/C12186640","wikidata":"https://www.wikidata.org/wiki/Q6815743","display_name":"Memory model","level":3,"score":0.2994999885559082},{"id":"https://openalex.org/C5894958","wikidata":"https://www.wikidata.org/wiki/Q2297769","display_name":"Software agent","level":2,"score":0.2896000146865845},{"id":"https://openalex.org/C207850805","wikidata":"https://www.wikidata.org/wiki/Q269608","display_name":"Reverse engineering","level":2,"score":0.28940001130104065},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.28029999136924744},{"id":"https://openalex.org/C509989072","wikidata":"https://www.wikidata.org/wiki/Q15188241","display_name":"Model-driven architecture","level":4,"score":0.2531000077724457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.13258","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.13258","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":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.13258","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.13258","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":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"While":[0],"\"Intent-oriented":[1],"programming\"":[2],"(or":[3],"\"Vibe":[4],"Coding\")":[5],"redefines":[6],"software":[7,187],"engineering,":[8],"existing":[9],"code":[10,16],"agents":[11,164],"remain":[12],"tethered":[13],"to":[14,21,34,61,77,88,106,119,168],"static":[15],"snapshots.":[17],"Consequently,":[18],"they":[19],"struggle":[20],"model":[22,157],"the":[23,28,36,154,166,180],"critical":[24],"information":[25],"embedded":[26],"in":[27,40,47,110,150,185],"temporal":[29],"evolution":[30],"of":[31,54,182],"projects,":[32],"failing":[33],"leverage":[35],"\"reasoning":[37],"trajectories\"":[38],"implicit":[39],"past":[41,94],"successful":[42],"practices.":[43],"This":[44],"limitation":[45],"results":[46,131],"rigid":[48],"behavioral":[49],"logic":[50],"and":[51,175],"a":[52,74,99,147],"lack":[53],"autonomous":[55],"adaptability,":[56],"ultimately":[57],"hindering":[58],"their":[59],"ability":[60],"tackle":[62],"complex,":[63],"repository-level":[64],"problems.":[65],"To":[66],"bridge":[67],"this":[68],"static-dynamic":[69],"mismatch,":[70],"we":[71],"propose":[72],"MemCoder,":[73],"framework":[75],"designed":[76],"enable":[78],"continual":[79],"human-AI":[80],"co-evolution.":[81],"MemCoder":[82,137],"first":[83],"structures":[84],"historical":[85],"human":[86],"experience":[87,114],"distill":[89],"latent":[90],"intent-to-code":[91],"mappings":[92],"from":[93],"commits.":[95],"It":[96],"then":[97],"employs":[98],"self-refinement":[100],"mechanism":[101,116],"driven":[102],"by":[103],"verification":[104],"feedback":[105,177],"correct":[107],"agent":[108],"behavior":[109],"real-time.":[111],"Crucially,":[112],"an":[113],"self-internalization":[115],"is":[117],"introduced":[118],"crystallize":[120],"human-validated":[121],"solutions":[122],"into":[123],"long-term":[124],"knowledge,":[125],"thereby":[126],"supporting":[127],"sustained":[128],"evolution.":[129],"Experimental":[130],"on":[132],"SWE-bench":[133],"Verified":[134],"demonstrate":[135],"that":[136,162],"not":[138],"only":[139],"achieves":[140],"State-of-the-Art":[141],"(SOTA)":[142],"performance":[143],"but":[144],"also":[145],"delivers":[146],"9.4%":[148],"improvement":[149],"resolved":[151],"rate":[152],"over":[153],"general":[155,183],"foundation":[156],"DeepSeek-V3.2.":[158],"These":[159],"findings":[160],"indicate":[161],"equipping":[163],"with":[165,170],"capability":[167],"co-evolve":[169],"humans":[171],"via":[172],"project":[173],"history":[174],"real-time":[176],"effectively":[178],"unlocks":[179],"potential":[181],"models":[184],"complex":[186],"engineering":[188],"tasks.":[189]},"counts_by_year":[],"updated_date":"2026-03-18T06:31:55.123368","created_date":"2026-03-18T00:00:00"}