SWE-CI: Kuongorora Kugona Kwemumiririri muKuchengeta Codebases kuburikidza neCI

SWE-CI: A New Benchmark yeAutonomous Coding Agents

Chiono cheanozvimiririra akazara software engineering agents anogona kubata nekuchengetedza macodebases ane kushoma kupindira kwevanhu kunonakidza. Asi, mubvunzo wakaoma unoramba uripo: tinoyera sei nemazvo kugona kwavo? Benchmark nyowani, SWE-CI, inobuda semhinduro ine simba. Kusiyana nemiedzo yapfuura inoongorora vamiririri pamabasa ega ega ekodhi, SWE-CI inovaongorora munzvimbo yechokwadi, inoenderera mberi yekubatanidza (CI). Izvi zvinoreva kuti vamiririri vanoedzwa pakugona kwavo kunzwisisa codebase, triage nyaya, kunyora kodhi, kumhanya bvunzo, uye kuendesa zvikumbiro zvekudhonza-zvese mukati mekubatana uye iterative mafambiro ebasa anotsanangura kuvandudzwa kwesoftware. Iyi nzira yezvese inopa mufananidzo wakajeka wekugadzirira kwemumiririri kumatambudziko einjiniya chaiwo.

Nei CI-Centric Benchmark iri Kuchinja Kwemutambo

Mabhenjiki echinyakare ekukodha anowanzo kupa vamiririri nedambudziko rimwechete, rinozvimiririra: "Nyora basa rinoita X." Kunyange ichibatsira pakuyedza chizvarwa chekodhi, nzira iyi inofuratira kuoma kweprojekiti mhenyu. SWE-CI inoshandura tarisiro kune refu-refu codebase utariri. Mumiririri haasi kungonyora kodhi; iri kudyidzana nebudiriro ecosystem. Zvinofanira:

• Navigate Complex Repositories: Nzwisisa marongerwo uye zvinotsamira pane iripo, kazhinji yakakura, codebase.
• Dudzira Matambudziko Chaiwo: Nzwisisa mishumo yebug kana zvikumbiro zvakanyorwa nemutauro wechisikigo nevagadziri vevanhu.
• Eta Maedzo uye Pakutadza Kubata: Isai bvunzo dzeprojekiti uye, zvakakosha, dudzira kukundikana kudzokorodzazve kuchinja kwekodhi yayo.
• Bata pamwe neKudhonza Zvikumbiro: Tumira shanduko mufomati inobvumira kuongororwa kwevanhu, kuratidza mafambisirwo ebasa rechikwata.

Iyi CI-centric methodology inodarika "inogona kukodha?" kubvunza mubvunzo wakakodzera: "inogona kuchengetedza here?" Ichi ndicho chiyero chechokwadi chekukosha kwemumiririri munzvimbo yekugadzira, uko kusimba kwekodhi, kugadzikana, uye kubatanidzwa kwakakosha.

Zvinorehwa neZvikwata Zvekusimudzira uye Mapuratifomu

Kusimuka kweanokwanisa kuzvimiririra, sekuyerwa nemabhenji akaita seSWE-CI, anovimbisa kuumba patsva software. Kune zvikwata zvebudiriro, zvinoreva shanduko kubva pamanyorero, kudzokorora mabasa ekukodha kuenda kune rimwe basa rekutarisa. Mainjiniya anogona kutarisa padanho rekuvaka repamusoro, kugadzirisa matambudziko, uye kutungamira basa remumiriri, senge mugadziri wepamusoro anoongorora zvikumbiro zvekudhonza zvemumwe mudiki. Izvi zvinosimudzira kuita kwechikwata chose uye zvinoita kuti hunyanzvi hwevanhu hushandiswe pazvinonyanya kukosha.

"SWE-CI inopa kuongororwa kwechokwadi kwekugona kwemumiririri kuita basa-semabasa muinjiniya yesoftware, inofamba kupfuura chizvarwa chenguva pfupi yekodhi kusvika kunguva refu yekuchengetedza codebase."

Kumapuratifomu ane chinangwa chekutsigira iyi paradigm itsva, bhenji inoisa mwero wakajeka. PaMewayz, tinoona SWE-CI senyeredzi yekuchamhembe yekubatanidza kugona kweAI mune yedu modular bhizinesi OS. Iko kugona kuita otomatiki kwete mabasa chete, asi kuyerera kwese kwese-kubva padanho rekutora kusvika kune yakasimbiswa kodhi dhizaini-ndiyo musimboti kune yedu chiono chemvura yakawanda uye inoshanda inoshanda sisitimu. Nekuvakira panheyo inokoshesa kodhi yakasimba, inoyedzeka, uye inochengeteka, tinova nechokwadi chekuti kusimudzira kweAI kunowedzera simba revanhu pane kugadzira zvidimbu zvitsva zvekuoma.

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Kugadzirira Agent-Augmented Ramangwana

Sezvo SWE-CI nemamwe mabhenji mabhenji anosundidzira kugona kweajenti kumberi, basa remugadziri rinozoshanduka. Zvikwata zvakanyanya kubudirira zvichave izvo zvinodzidza kubata nemazvo uye kubatana nevamiriri veAI. Izvi zvinosanganisira kugadzirisa zvinyorwa zvemhando yepamusoro, kuchengetedza zviyero zvekuyedza, uye kugadzira modular codebases zviri nyore kune vese vanhu nevamiririri kuti vanzwisise nekugadzirisa. Chinangwa hachisi chekutsiva vanogadzira asi kugadzira mubatanidzwa une simba. Nekushandisa maturusi akaita seMewayz, iyo yakavakirwa kubatanidza isina musono uye kufambiswa kwemabasa otomatiki, mabhizinesi anogona kuzvimisikidza kuti ashandise mukana wakakwana weanozvimirira ekodha maajenti, achishandura mutoro wekuchengetedza macodebase akaomesesa kuita anogadziriswa, maitiro eotomatiki.

Mibvunzo Inowanzo bvunzwa

SWE-CI: A New Benchmark yeAutonomous Coding Agents

Chiono cheanozvimiririra akazara software engineering agents anogona kubata nekuchengetedza macodebases ane kushoma kupindira kwevanhu kunonakidza. Asi, mubvunzo wakaoma unoramba uripo: tinoyera sei nemazvo kugona kwavo? Benchmark nyowani, SWE-CI, inobuda semhinduro ine simba. Kusiyana nemiedzo yapfuura inoongorora vamiririri pamabasa ega ega ekodhi, SWE-CI inovaongorora munzvimbo yechokwadi, inoenderera mberi yekubatanidza (CI). Izvi zvinoreva kuti vamiririri vanoedzwa pakugona kwavo kunzwisisa codebase, triage nyaya, kunyora kodhi, kumhanya bvunzo, uye kuendesa zvikumbiro zvekudhonza-zvese mukati mekubatana uye iterative mafambiro ebasa anotsanangura kuvandudzwa kwesoftware. Iyi nzira yezvese inopa mufananidzo wakajeka wekugadzirira kwemumiririri kumatambudziko einjiniya chaiwo.

Nei CI-Centric Benchmark iri Kuchinja Kwemutambo

Mabhenjiki echinyakare ekukodha anowanzo kupa vamiririri nedambudziko rimwechete, rinozvimiririra: "Nyora basa rinoita X." Kunyange ichibatsira pakuyedza chizvarwa chekodhi, nzira iyi inofuratira kuoma kweprojekiti mhenyu. SWE-CI inoshandura tarisiro kune refu-refu codebase utariri. Mumiririri haasi kungonyora kodhi; iri kudyidzana nebudiriro ecosystem. Zvinofanira:

Zvinorehwa neZvikwata Zvekusimudzira uye Mapuratifomu

Kusimuka kweanokwanisa kuzvimiririra, sekuyerwa nemabhenji akaita seSWE-CI, anovimbisa kuumba patsva software. Kune zvikwata zvebudiriro, zvinoreva shanduko kubva pamanyorero, kudzokorora mabasa ekukodha kuenda kune rimwe basa rekutarisa. Mainjiniya anogona kutarisa padanho rekuvaka repamusoro, kugadzirisa matambudziko, uye kutungamira basa remumiriri, senge mugadziri wepamusoro anoongorora zvikumbiro zvekudhonza zvemumwe mudiki. Izvi zvinosimudzira kuita kwechikwata chose uye zvinoita kuti hunyanzvi hwevanhu hushandiswe pazvinonyanya kukosha.

Kugadzirira Agent-Augmented Ramangwana

Sezvo SWE-CI nemamwe mabhenji mabhenji anosundidzira kugona kweajenti kumberi, basa remugadziri rinozoshanduka. Zvikwata zvakanyanya kubudirira zvichave izvo zvinodzidza kubata nemazvo uye kubatana nevamiriri veAI. Izvi zvinosanganisira kugadzirisa zvinyorwa zvemhando yepamusoro, kuchengetedza zviyero zvekuyedza, uye kugadzira modular codebases zviri nyore kune vese vanhu nevamiririri kuti vanzwisise nekugadzirisa. Chinangwa hachisi chekutsiva vanogadzira asi kugadzira mubatanidzwa une simba. Nekushandisa maturusi akaita seMewayz, iyo yakavakirwa kubatanidza isina musono uye kufambiswa kwemabasa otomatiki, mabhizinesi anogona kuzvimisikidza kuti ashandise mukana wakakwana weanozvimirira ekodha maajenti, achishandura mutoro wekuchengetedza macodebase akaomesesa kuita anogadziriswa, maitiro eotomatiki.