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SWE-CI : Agent sekow jateminɛni kodebasiw ladonni na CI fɛ

Kow fɔcogo

13 min read Via arxiv.org

Mewayz Team

Editorial Team

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SWE-CI : dantigɛli kura don yɛrɛmahɔrɔnya kodɔnbagaw bolo

porozɛw dilannikɛlaw minnu bɛ u yɛrɛ ta kosɛbɛ, n’olu bɛ se ka kodebasiw ɲɛnabɔ ani k’u ladon ni hadamadenw ka dɛmɛ fitinin ye, olu yeli ye fɛn ye min bɛ mɔgɔ kɔnɔnafili. O bɛɛ n’a ta, ɲininkali gɛlɛn dɔ bɛ yen: an bɛ se k’u sekow suman cogo di tigitigi? Jateminɛ kura dɔ, n’o ye SWE-CI ye, o bɛ bɔ kɛnɛ kan i n’a fɔ jaabi barikama. SWE-CI tɛ i n’a fɔ sɛgɛsɛgɛli tɛmɛnenw minnu bɛ cidenw jateminɛ kodɔn baara danfaralenw kan, SWE-CI b’u jateminɛ sigida la min bɛ kɛ tiɲɛ na, min bɛ taa ɲɛ, min bɛ kɛ ɲɔgɔn fɛ (CI). O kɔrɔ ye ko cidenw bɛ kɔrɔbɔ u seko kan ka kodɔnba dɔ faamuya, ka triage koɲɛw kɛ, ka kode sɛbɛn, ka sɛgɛsɛgɛliw kɛ, ani ka sama ɲininiw ci — o bɛɛ bɛ jɛkafɔ ni segin-ka-bɔ baarakɛcogo kɔnɔ min bɛ bi porogaramuw dilanni ɲɛfɔ. Nin fɛɛrɛ bɛɛjɛfanga in bɛ ja jɛlenba di ciden dɔ ka labɛnni kan diɲɛ injiniyɛri gɛlɛya lakikaw kama.

Mun na CI-Centric Benchmark ye tulonkɛfɛn ye

Laadalata kodɔn dantigɛliw ka teli ka gɛlɛya kelen jira cidenw na, min bɛ a yɛrɛ la: "Aw ye baarakɛcogo sɛbɛn min bɛ X kɛ." Hali n’a nafa ka bon kode jɔnjɔnw bɔli kɔrɔbɔli la, o fɛɛrɛ in bɛ porozɛ ɲɛnama dɔ ka gɛlɛyaw jateminɛn. SWE-CI bɛ sinsin kɛ ka ɲɛsin kodebase ɲɛnabɔli kuntaalajan ma. Agent tɛ kode sɛbɛnni dɔrɔn ye; o bɛ ka jɛɲɔgɔnya kɛ ni yiriwali ɲɛnamaya kɛcogo dɔ ye. A ka kan ka :

  • Navigate Complex Repositories : Aw ye kodɔnba dɔ sigicogo n' a dabɔcogo faamuya , min bɛ yen, a ka c' a la, a ka bon .
  • Ko lakikaw faamuyali : ka buguri kunnafoniw faamuya walima ka fɛnw ɲini minnu sɛbɛnna kan dacogo la hadamadenw ka baarakɛlaw fɛ .
  • Sɛgɛsɛgɛliw kɛ ani ka dɛsɛw ɲɛnabɔ : poroze ka sɛgɛsɛgɛli suite boli ani min nafa ka bon kosɛbɛ , ka dɛsɛw kɔrɔ fɔ walasa k' a ka kode caman caman cili ɲɛ ka taa a fɛ .
  • Jɛɲɔgɔnya kɛ Pull Requests fɛ : Yɛlɛma doncogo la min bɛ se ka hadamadenw ka seginnkanni kɛ , ka jɛkulu ka baarakɛcogo jɔnjɔn jira .

Nin CI-centric fɛɛrɛ in bɛ tɛmɛn "a bɛ se ka kodɔn wa?" ka ɲininkali kɛ min bɛnnen don kosɛbɛ : "a bɛ se ka mara wa?" Nin ye ciden nafa sumanikɛlan lakika ye fɛn dilanni sigida la, yɔrɔ min na kode ɲumanya, sabatili, ani jɛ-ka-baara ye fɛn bɛɛ la belebele ye.

A nɔfɛkow yiriwali jɛkuluw ni kɛnɛw kan

Yɛrɛmahɔrɔnya baarakɛlaw setigiw ka wuli , i n' a fɔ a bɛ suman cogo min na ni dantigɛliw ye i n' a fɔ SWE-CI , o bɛ layidu ta ko a bɛna porozɛw dilanni cogoya sɛmɛntiya kokura . Yiriwali jɛkuluw fɛ, o b’a jira ko jiginni bɛ bɔ bololabaara la, kodɔn baara minnu bɛ segin-ka-bɔ, ka taa kɔlɔsili jɔyɔrɔ la min ka gɛlɛn kosɛbɛ. Ɛntɛrinɛti ɲɛmɔgɔw bɛ se k’u sinsin fɛn dilanni sanfɛtaw kan, gɛlɛya gɛlɛnw ɲɛnabɔli, ani ciden ka baara ɲɛminɛni, i n’a fɔ baarakɛla kɔrɔ dɔ bɛ a baarakɛɲɔgɔn fitinin dɔ ka sama ɲininiw lajɛ cogo min na. o bɛ ekipu bɛɛ ka baarakɛcogo kɔrɔta, wa a bɛ kɛ sababu ye ka hadamaden ka daɲɛw waleya a nafa ka bon yɔrɔ min na.

ye "SWE-CI bɛ jateminɛ kɛ min bɛ kɛ tiɲɛ na, min bɛ kɛ sababu ye ka ciden dɔ ka seko kɛ ka baara kɛ i n'a fɔ baara, porozɛw dilanni na, ka tɛmɛn kode bɔli kuntaala surun kan ka taa kodebase ladonni kuntaalajan na."(SWE-CI)
ye

plateforme minnu laɲini ye ka nin paradigme kura in dɛmɛ , jateminɛ bɛ sariya jɛlen dɔ sigi sen kan . Mewayz la, an b’a ye ko SWE-CI ye worodugu dolow ye walasa ka AI sekow don an ka jago OS modulariw kɔnɔ. Se min bɛ mɔgɔ la ka baara dɔrɔn kɛ otomatiki la, nka baarakɛcogo bɛɛ — k’a ta koɲɛw sɛgɛsɛgɛli la ka se kode bilali ma min sɛgɛsɛgɛra — o ye an ka yelifɛn koloma ye, n’o ye baarakɛcogo ye min bɛ se ka wuli ka bɔ a nɔ na ani min bɛ baara kɛ ka ɲɛ. Ni an bɛ jɔ jusigilan kan min bɛ nafa don kode barikamaw la, minnu bɛ se ka kɔrɔbɔ, ani minnu bɛ se ka mara, an b’a lajɛ ko AI yiriwaliw bɛ dɔ fara hadamadenw ka cɛsiri kan tiɲɛ na sanni ka gɛlɛya layini kura da.

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labɛnni ka ɲɛsin siniɲɛsigi dɔ ma min bɛ kɛ ni cidenw ye

Ni SWE-CI n' a ɲɔgɔnnaw dantigɛliw bɛ cidenw ka sekow gɛlɛya ka taa ɲɛ , yiriwalikɛla jɔyɔrɔ bɛna wuli cogo la min tɛ se ka bali . Ekipu minnu bɛna ɲɛtaa sɔrɔ kosɛbɛ, olu bɛna kɛ minnu bɛna a dege ka ɲɛnabɔli ɲuman kɛ ani ka jɛkafɔ kɛ ni AI cidenw ye. O bɛ tali kɛ sɛbɛnw labɛnni na minnu ka ɲi kosɛbɛ, ka sɛgɛsɛgɛli sariya gɛlɛnw mara, ani ka kodebase modulariw dilan minnu faamuyali ka nɔgɔn hadamadenw ni cidenw bɛɛ bolo k’u faamuya ani k’u sɛmɛntiya. Laɲini tɛ ka yiriwalikɛlaw bila u nɔ na nka ka jɛɲɔgɔnya barikama dɔ sigi sen kan. Ni u ye baarakɛminɛnw ta i n’a fɔ Mewayz, n’o jɔra jɛ-ka-baara ni baarakɛcogo otomatiki kama, jagokɛlaw bɛ se k’u yɛrɛ bila jɔyɔrɔ la walasa ka yɛrɛmahɔrɔnya kodɔnbagaw ka seko bɛɛ kɛ, ka kodɔnba gɛlɛnw ladonni doni tigɛli kɛ baarakɛcogo ye min bɛ ɲɛnabɔ, min bɛ kɛ otomatiki ye.

Ɲininkali minnu bɛ kɛ tuma caman na

SWE-CI : dantigɛli kura don yɛrɛmahɔrɔnya kodɔnbagaw bolo

porozɛw dilannikɛlaw minnu bɛ u yɛrɛ ta kosɛbɛ, n’olu bɛ se ka kodebasiw ɲɛnabɔ ani k’u ladon ni hadamadenw ka dɛmɛ fitinin ye, olu yeli ye fɛn ye min bɛ mɔgɔ kɔnɔnafili. O bɛɛ n’a ta, ɲininkali gɛlɛn dɔ bɛ yen: an bɛ se k’u sekow suman cogo di tigitigi? Jateminɛ kura dɔ, n’o ye SWE-CI ye, o bɛ bɔ kɛnɛ kan i n’a fɔ jaabi barikama. SWE-CI tɛ i n’a fɔ sɛgɛsɛgɛli tɛmɛnenw minnu bɛ cidenw jateminɛ kodɔn baara danfaralenw kan, SWE-CI b’u jateminɛ sigida la min bɛ kɛ tiɲɛ na, min bɛ taa ɲɛ, min bɛ kɛ ɲɔgɔn fɛ (CI). O kɔrɔ ye ko cidenw bɛ kɔrɔbɔ u seko kan ka kodɔnba dɔ faamuya, ka triage koɲɛw kɛ, ka kode sɛbɛn, ka sɛgɛsɛgɛliw kɛ, ani ka sama ɲininiw ci — o bɛɛ bɛ jɛkafɔ ni segin-ka-bɔ baarakɛcogo kɔnɔ min bɛ bi porogaramuw dilanni ɲɛfɔ. Nin fɛɛrɛ bɛɛjɛfanga in bɛ ja jɛlenba di ciden dɔ ka labɛnni kan diɲɛ injiniyɛri gɛlɛya lakikaw kama.

Mun na CI-Centric Benchmark ye tulonkɛfɛn ye

Laadalata kodɔn dantigɛliw ka teli ka gɛlɛya kelen jira cidenw na, min bɛ a yɛrɛ la: "Aw ye baarakɛcogo sɛbɛn min bɛ X kɛ." Hali n’a nafa ka bon kode jɔnjɔnw bɔli kɔrɔbɔli la, o fɛɛrɛ in bɛ porozɛ ɲɛnama dɔ ka gɛlɛyaw jateminɛn. SWE-CI bɛ sinsin kɛ ka ɲɛsin kodebase ɲɛnabɔli kuntaalajan ma. Agent tɛ kode sɛbɛnni dɔrɔn ye; o bɛ ka jɛɲɔgɔnya kɛ ni yiriwali ɲɛnamaya kɛcogo dɔ ye. A ka kan ka :

A nɔfɛkow yiriwali jɛkuluw ni kɛnɛw kan

Yɛrɛmahɔrɔnya baarakɛlaw setigiw ka wuli , i n' a fɔ a bɛ suman cogo min na ni dantigɛliw ye i n' a fɔ SWE-CI , o bɛ layidu ta ko a bɛna porozɛw dilanni cogoya sɛmɛntiya kokura . Yiriwali jɛkuluw fɛ, o b’a jira ko jiginni bɛ bɔ bololabaara la, kodɔn baara minnu bɛ segin-ka-bɔ, ka taa kɔlɔsili jɔyɔrɔ la min ka gɛlɛn kosɛbɛ. Ɛntɛrinɛti ɲɛmɔgɔw bɛ se k’u sinsin fɛn dilanni sanfɛtaw kan, gɛlɛya gɛlɛnw ɲɛnabɔli, ani ciden ka baara ɲɛminɛni, i n’a fɔ baarakɛla kɔrɔ dɔ bɛ a baarakɛɲɔgɔn fitinin dɔ ka sama ɲininiw lajɛ cogo min na. o bɛ ekipu bɛɛ ka baarakɛcogo kɔrɔta, wa a bɛ kɛ sababu ye ka hadamaden ka daɲɛw waleya a nafa ka bon yɔrɔ min na.

labɛnni ka ɲɛsin siniɲɛsigi dɔ ma min bɛ kɛ ni cidenw ye

Ni SWE-CI n' a ɲɔgɔnnaw dantigɛliw bɛ cidenw ka sekow gɛlɛya ka taa ɲɛ , yiriwalikɛla jɔyɔrɔ bɛna wuli cogo la min tɛ se ka bali . Ekipu minnu bɛna ɲɛtaa sɔrɔ kosɛbɛ, olu bɛna kɛ minnu bɛna a dege ka ɲɛnabɔli ɲuman kɛ ani ka jɛkafɔ kɛ ni AI cidenw ye. O bɛ tali kɛ sɛbɛnw labɛnni na minnu ka ɲi kosɛbɛ, ka sɛgɛsɛgɛli sariya gɛlɛnw mara, ani ka kodebase modulariw dilan minnu faamuyali ka nɔgɔn hadamadenw ni cidenw bɛɛ bolo k’u faamuya ani k’u sɛmɛntiya. Laɲini tɛ ka yiriwalikɛlaw bila u nɔ na nka ka jɛɲɔgɔnya barikama dɔ sigi sen kan. Ni u ye baarakɛminɛnw ta i n’a fɔ Mewayz, n’o jɔra jɛ-ka-baara ni baarakɛcogo otomatiki kama, jagokɛlaw bɛ se k’u yɛrɛ bila jɔyɔrɔ la walasa ka yɛrɛmahɔrɔnya kodɔnbagaw ka seko bɛɛ kɛ, ka kodɔnba gɛlɛnw ladonni doni tigɛli kɛ baarakɛcogo ye min bɛ ɲɛnabɔ, min bɛ kɛ otomatiki ye.

aw ka jago ɲɛnabɔ ni Mewayz ye

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