CodeBuddy 와 함께하는 AI 코드리뷰

"*/BUJWF!EFW $PEF3FWJFX $PEF#VEEZ0WFSWJFX $PEF#VEEZ,FZ'FBUVSFT $PODMVTJPO

EFW "*/BUJWF!EFW

%JTDPWFSZ t#VJMEUIFSJHIUUIJOHu %FMJWFSZ t#VJMEUIFUIJOHSJHIUu 1SPCMFN 4PMVUJPO EFTJHO EFWFMPQNFOU PQFSBUJPO 8IZ
8IBU )PX $POUJOVPVT%JTDPWFSZ%FMJWFSZ

1MBO "OBMZTJT%FTJHO *NQMFNFOU 5FTU 0QFSBUF 5PPMT 1SPDFTT $VMUVSF %FWFMPQFSBDUT 4%-$
TXEFWFMPQNFOUMJGFDZDMF 1SPDFTT $VMUVSF $MBSJ fi DBUJPO $PMMFDUJPO $SFBUJPO *NQMFNFOUBUJPO &YFDVUJPO &YQMPSBUJPO 3FJOUFHSBUJPO $PSSFDUJPO 0QUJNJ[BUJPO 7FSJ fi DBUJPO

$MBSJ fi DBUJPOਃҳࢎ೦੄੉೧ $PMMFDUJPO੿ࠁࣻ૘ $SFBUJPOӝࠄౣ ইఃఫ୊ *NQMFNFOUBUJPO௏٘ҳഅ &YFDVUJPOप೯ &YQMPSBUJPOఐ࢝ 3FJOUFHSBUJPO௏٘
ޙࢲ੤ా೤ $PSSFDUJPOࣻ੿ 0QUJNJ[BUJPO୭੸ച ܻಂష݂ 7FSJ fi DBUJPOѨૐ "*/BUJWF!EFW tݽٚѐߊ੗ഝزীࢲ"*ഝਊ੉ ੗োझۣѱ֣ই٘חѪu %FWFMPQFSBDUT IUUQT CMPHDPOUJOVFEFWIPX - UP - VTF - BO - MMN - XIJMF - DPEJOH 5PPMT 1SPDFTT $VMUVSF

"*/BUJWF$PNQBOZ "*$PEF3FWJFX "*/BUJWF!EFW ݽٚোѾਸ࢜܂ѱ JG LBLBP"*

$PEF3FWJFX

$PEF3FWJFX tࣗ೐౟ਝযܳप೯ೞ૑ঋҊ ࢎۈ੉૒੽Ѩషೞחҗ੿ਸా೧ ਫ਼੤ػѾೣਸ଺ইղҊѐࢶ೧աоݶࢲ   ੹߈੸ੋࣗ೐౟ਝয੄ಿ૕ਸ֫੉Ҋ੗ೞחഝزu ೞ૑݅ ੉Ѫ੉ਬੌೠݾ಴оغযࢲחউؽ

$PEF3FWJFX t௏٘ܳా೧ࢲ۽ࣗాೞݴ ࢲ۽ীѱߓ਑ਸ઱Ҋ߉חഝزu t(PBMJTDPPQFSBUJPO OPUCVH - IVOUJOHu t௏٘ী؀೧੉ঠӝೡӝഥܳઁҕೣਵ۽ॄ ߓ਑ਸాೠࢿ੢ਸୢ૓ೞחѪu
t*OEJWJEVBMT"OE*OUFSBDUJPOT PWFSQSPDFTTFTBOEUPPMTu BTBDVMUVSF

௏ܻ٘࠭੄૓੿ೠݾ੸ જ਷ աࢂ ௏٘੄ ҕਬ Ѥъೠࣗాਸాೠ ౱ղഈসъച ѐߊ੗੄૑ࣘ੸ੋ ࢿ੢

!%FW0O $PEF3FWJFX8IBU 8IZ)PX $PEF 3FWJFX "* $PEF 3FWJFX "HJMF
$PEF 3FWJFX

$PEF#VEEZ0WFSWJFX

#BDLHSPVOE

tݒੌ஠஠য়ীࢲࢤࢿغח13 1VMM3FRVFTU ࣻu FRVBMT tݒੌ஠஠য়ীࢲࣻ೯غח௏ܻ٘࠭ഝزࣻu

؊ա਷ࢲ࠺झܳ ਤೠಿ૕ ࢤ࢑ࢿ ഈসъച $PEF#VEEZ ೐۽ࣁझ بҳ ޙച  
"* ѐߊࢤ࢑ࢿ "*/BUJWF 1SPCMFN 4PMVUJPO EFTJHO EFWFMPQNFOU PQFSBUJPO %JTDPWFSZ %FMJWFSZ

"SDIJUFDUVSF

&&0O - QSFNJTF 6TFS *%& (JU)VC &OUFSQSJTF $PEF#VEEZ(BUFXBZ   BQJLFZ
SPVUJOH SBUFMJNJU FUD $PEF#VEEZ0CTFSWFS USBDFMMNJOPVU MBUFODZ FUD ,BLBP"*1MBUGPSN $PEF#VEEZ$PO fi H 0QFO4PVSDF .PEFMT PCTFSWF "ENJO ,$1 ,BLBP$MPVE1MBUGPSN DIBU BVUPDPNQMFUF QSBHFOU $PEF#VEEZ .PEFM ,"1

0QUJNJ[BUJPO

$POUFYU0QUJNJ[BUJPO IUUQT QMBUGPSNPQFOBJDPNEPDTHVJEFTPQUJNJ[JOH - MMN - BDDVSBDZMMN - PQUJNJ[BUJPO
- DPOUFYU 'PSBDDVSBDZ BOETVJUBCJMJUZ PGSFTQPOTF 'PSDPOTJTUFODZPGCFIBWJPS 0QUJNJ[JOH--."QQMJDBUJPO

$POUFYU0QUJNJ[BUJPO (JU)VC &OUFSQSJTF $POUFYU3FUSJFWFS .PEVMBS3"( #BTF$POUFYU 5JUMF %FTDSJQUJPO (JUCSBODI (JUDPNNJUT
1BUDI EJGG t13ਸ؊ੜ੉೧ೞӝਤೠ$0/5&95ഛ੢ ഛ੢ػDPOUFYUܳ؊ੜഝਊೞӝਤೠ*/4536$5*0/੸ਊu ,"1 3"( (JU)VC +*3" $PEF#VEEZ .PEFM &UD %FGBVMU*OTUSVDUJPO &YUFOEFE*OTUSVDUJPO 6TFS*OTUSVDUJPO &YUFOEFE$POUFYU 5JUMF %FTDSJQUJPO (JUCSBODI (JUDPNNJUT &YUFOEFE1BUDI EJGG +*3"*TTVFT 5FBNsT$PEJOH3VMF *ODJEFOUSFQPSUT FYQFSJNFOUBM 13

--.0QUJNJ[BUJPO 0QFO4PVSDF .PEFM tࢎղ(JU)VC੄13ؘ੉ఠ۽೨बӝמ୶о೟णu 1SFQBSF 3BX%BUB (JU)VC &OUFSQSJTF L 13T
L 13T 1SFQBSF 4'5%BUBTFU 5SBJOJOH &WBMVBUJPO 5 & 5BTLT fi MUFSJOH DPOWFSUUPTGUEBUBTFU $PEF#VEEZ .PEFM \   t4ZTUFNut t*OTUSVDUJPOu t0VUQVUu ^ BEKVTU USBJOJOH QBSBNT 4'5'SFF[F ؘ੉ఠরష௾ (16"HY ള۲दрI DIFDLQPJOU 8IJDI SFTQPOTFJT CFUUFS   UBTL   SFTQPOTF SFTQPOTF FWBMVBUJPO QSPNQU KVEHF HQUP DMBVEF TPOOFU $IPJDF#FTU$IFDLQPJOU ೨बӝמࢿמೱ࢚ fi OF UVOJOH

2VJDL4UBSU

(JU)VC"QQ 13 1VMM3FRVFTU "HFOU *OTUBMM$PEF#VEEZ

(JU)VC"QQ 13 1VMM3FRVFTU "HFOU *OTUBMM (JU)VC0SHBOJ[BUJPO 1FSTPOBM"DDPVOU
*OTUBMM$PEF#VEEZ

*OTUBMM$PEF#VEEZ (JU)VC"QQ 13 1VMM3FRVFTU "HFOU *OTUBMM (JU)VC0SHBOJ[BUJPO
1FSTPOBM"DDPVOU "MMPS4FMFDUFE3FQPTJUPSJFT

)PXUPVTF 4JNQMZDSFBUFB13 13ࢤࢿद੗زप೯ 13ਃড 13ܻ࠭

)PXUPVTF 4JNQMZDSFBUFB13 13ࢤࢿद੗زप೯ 13ਃড 13ܻ࠭ (JU)VC13$PNNFOU
௏ݭ౟ীݺ۸যܳੑ۱೧ࢲࣻزप೯ EFTDSJCF

-BUFODZ ࠙ ؀ࠗ࠙੄੘স਷࠙੉ղ৮ܐ ױ ࣻ݅ష௾௼ӝ੄&YUSB-BSHF13ઁ৻ (FOFSBUJPOMBUFODZ UIQFSDFOUJMFT UIQFSDFOUJMFT UIQFSDFOUJMFT UIQFSDFOUJMFT
$PEF#VEEZ0CTFSWFS

$PEF#VEEZ,FZ'FBUVSFT

0WFSWJFX

13ਃড 13ܻ࠭ ௏٘ઁউ 5JUMF %FTDSJQUJPO #SBODI $PNNJUT &YUFOEFE1BUDI +*3"*TTVFT $PEJOH3VMFT
&UD ௏٘ߡ٣઱ਃӝמ 13 ߸҃۽Ӓ ੘ࢿ 2"

13ਃড 13ղਊਸ࠙ࢳೞৈਃডࢸݺઁҕ 135ZQF13ਬഋ -BCFM୶о %FTDSJQUJPO13ࢸݺ +JSB*TTVFTҙ۲૑ۄ
$PEJOH3VMFTҙ۲௏٬ӏ஗ $IBOHFTXBMLUISPVHI౵ੌ߹߸҃ࢎ೦ਃড EFTDSJCF

13ܻ࠭ 13ղਊਸ࠙ࢳೞৈܻ࠭ೖ٘ߔ੘ࢿ դ੉ب௏ܻ٘࠭դ੉ب ੼ࣻ13ಿ૕ী؀ೠ੼ࣻ৬੉ਬ పझ౟௏٘੘ࢿৈࠗ ࠁউ੉ग
431ળࣻৈࠗ 13ܻ࠙ ઱ਃܻ࠭೦ݾ ਬഋ ࢸݺ ௏٘ۄੋ݂௼ ૑ۄ੉ग ౱௏٬ܙӝ߈ઁউоמ EFTDSJCF

௏٘ઁউ ѐࢶ੉աࣻ੿੉೙ਃೠ௏٘ઁউ ઁউ௏٘৬ઁউ੉ਬܳࢸݺ ૑ۄ੉ग ౱௏٬ܙӝ߈ઁউоמ ୭؀ѤDPO fi HVSBCMF $PNNJUUBCMFਗ௿ܼਵ۽13ীDPNNJU୶о EFTDSJCF

+*3"JTTVFTBTB$POUFYU

%F fi OF 5BTL 4UPSZ #VH 8IZ+*3"*TTVF$POUFYU 13 XSJUF
133FWJFXFS 13"VUIPS SFWJFX +*3" (JU)VC VOEFSTUBOE DBOVOEFSTUBOEUIF $0/5&95 $0/5&95

(JU)VC &OUFSQSJTF $POUFYU3FUSJFWFS #BTF$POUFYU 5JUMF %FTDSJQUJPO (JUCSBODI (JUDPNNJUT 1BUDI EJGG
*OTUSVDUJPO +*3"SFUSJFWFS +JSB$POUFYU3FUSJFWFS FYUSBDUJTTVFLFZT +*3"4FSWFS SFUSJFWFJTTVFEFUBJMT TVNNBSJ[F $PEF#VEEZ .PEFM &YUFOEFE $POUFYU 13

+JSBஶఫझ౟بੑѾҗ ୶о੹ ୶оറ

5FBNsT$PEJOH3VMFBTB$POUFYU

t೯ࠂೠо੿਷ݽف࠺तೠ੉ਬ۽೯ࠂೞ૑݅ ࠛ೯ೠо੿਷੷݃׮੄੉ਬ۽ࠛ೯ೞ׮u উա஠ܻۨաۨ೐఺झష੉

(JU)VC &OUFSQSJTF $POUFYU3FUSJFWFS (JU)VC #SJOH:PVS0XO3VMFT 3FQP-FWFM 0SH-FWFM XSJUFUFBNsTDPEJOHSVMFUPUFBNSFQP SFUSJFWFDVUPGG $PEF#VEEZ
.PEFM #BTF$POUFYU 5JUMF %FTDSJQUJPO (JUCSBODI (JUDPNNJUT 1BUDI EJGG *OTUSVDUJPO &YUFOEFE $POUFYU 13

౱௏٬ܙӝ߈ܻ࠭بੑѾҗ ੿੸࠙ࢳਵ۽ఐ૑ೞӝয۰ਛ؍ࠗ࠙ %50ٜ੄֎੉߁ஶ߮࣌ "1*҃۽ӏ஗ $234௿ېझܻ࠙ పझ౟௏٘ҳࢿࣽࢲ
١١

*ODJEFOU)JTUPSZBTB$POUFYU   &YQFSJNFOUBM

җѢ੄पࣻ۽ࠗఠߓ਋ӝ җѢ੢গ੄੸૑ঋ਷࠺ਯ੉௏٘ҙ۲੢গ ੢গܻನ౟੘ࢿ߂੤ߊߑ૑֢۱ ߊࢤਗੋ ੢গ؀਽ റࣘઑ஖ ഥҊ
#VU ݽٚ੢গ੉۱ਸӝরೞӝয۰਑

(JU)VC &OUFSQSJTF $POUFYU3FUSJFWFS *ODJEFOU 3FUSJFWFS ੢গܻನ౟3"(1JQFMJOF (JU)VC *ODJEFOU 3FQPSU SFUSJFWFSFQPSU
SFUSJFWF JODJEFOU fi YFE13 *ODJEFOU *OEFYFS BOBMZ[FJODJEFOU ,"1 3"( JOEFYJOH BSFUSJFWFJODJEFOUT CSF - SBOLJODJEFOUT $PEF#VEEZ .PEFM *OTUSVDUJPO &YUFOEFE $POUFYU 13

ਬࢎ੢গࢎ۹ઁউ җѢ੄੢গܻನ౟ܻܳ࠭Ѿҗ৬ೣԋઁҕ 13җোҙ੓חҗѢ੄੢গܻನ౟ ੢গܻನ౟ҳࢿ೦ݾ ੢গܻನ౟ਗࠄ ੢গղਊ
ਗੋ ਗੋ௏٘ ೧Ѿ௏٘ t੉ߣ13ীҗѢ੢গா੉झ৬࠺त ೠ௏٘оࠁৈ ೠߣ؊࢓ಝࠅې u

5FDIOJDBM5BLFBXBZT

--.਽׹୊ܻ --.0VUQVU --.୊ܻ۝ $POUFYU4J[F --.*OQVU --.਽׹ಿ૕ --."QQMJDBUJPO&OHJOFFSJOH

ਬ੷ੑ۱чޙઁ ਬഋ ৘द ৔ೱ ੑ۱чन܉ࢿ ղਊࠗ੤ ਽׹੿ഛب੷ೞ ࠛ೙ਃೠਃࣗ 1MBDFIPMEFS -BCFM
ੌҙࢿহחನݘ ޙ୓ ஶఫझ౟ӡ੉ ૑ա஘߈ࠂ ъઑ ஶఫझ౟੄ղਊীҗبೞѱ૘઺ ࠼ডೠղਊ ஶఫझ౟оࢤۚؼоמࢿ +*3"ੑ۱ч੉गਬഋ

--.੉ਊஶఫझ౟੿ઁ߂ਃড ਗࠄ ਃড "*3&7*&8ܻ࠭೐܁೐౟ѐࢶ DPNQPOFOUT$PEF#VEEZ MBCFMT೐܁೐౟ ѐࢶ੘স
EFTDSJQUJPO   <ݾ੸>   $PEF#VEEZоӟஶఫझ౟੄௏ܻ٘࠭ܳೡٸ੿ഛ بܳ֫੉Ҋয়ܨܳ઴੉ب۾ѐࢶ   <୊ܻ>   दझమ೐܁೐౟חݺഛೠ૑ஜਸઁҕೞҊ ࢎਊ੗೐ ܁೐౟חѨష೦ݾਸҳ୓੸੉Ҋࣁࠗ੸ਵ۽ࣻ੿ೞח ߑೱਵ۽ઑ੿ <"*3&7*&8>ܻ࠭೐܁೐౟ѐࢶ   $PEF#VEEZ੄௏ܻ٘࠭੿ഛبܳ֫੉ӝਤ೧ दझమ ೐܁೐౟חੋझ౟۟࣌ਤ઱۽ݺഛೞѱ ࢎਊ੗೐܁೐౟ חܻ࠭೦ݾਸ࢚ࣁೞѱѐࢶ೤פ׮

୹۱ನݘޙઁ 'PSNBUUFEPVUQVU *OTUSVDUJPO   0OF'FX4IPUT 'JOF5VOJOH 5PLFO.BTLJOH

.PEFM$MBTT%F fi OJUJPO 0OF4IPU Here is the model definition for
code review output. class ReviewOutput(BaseModel): score: int = Field(description=“The score of the given PR. Between 1 and 10.”) pr_type: str = Field(description=“Type of the given PR such as feature, fix, etc.”) description: str = Field(description=“Summary of the review of the given PR. Respond in Korean(ೠҴয).”) security_concerns: List[SecurityConcern] = Field(description=“does this PR code introduce possible vulnerabilities such as exposure of sensitive information.”) … Here is an example for code review output (YAML). review_output: score: 8 pr_type: bugfix description: … … Ѩૐػߑߨਵ۽ࡅܰѱ੸ਊ߂ࣻ੿ ೙٘߹਽׹੿੄

о߸੸ੋ1VMM3FRVFTU౵ੌ߸҃ࣻ৬ӡ੉ ܻ࠭ಿ૕ೱ࢚ਸਤ೧׮নೠஶఫझ౟୶о ஶఫझ౟੹୊ܻ ਃড 3FSBOL١ ۽ੋೠ  
--.ഐ୹പࣻૐо ஶఫझ౟ӡ੉ޙઁ ª ୭؀ஶఫझ౟ഛ੢L -> L -> L ª ؀۝NFSHF13୹۱ઑ੿ ª ੗زप೯TLJQ২࣌୶о ª UJNFPVUҗSFUSZ۽૒୭੸ചߡӒࣻ੿ @;;

$PODMVTJPO

௏ܻ٘࠭ !,BLBP $PEF#VEEZݾ੸ જ਷ աࢂ ௏٘੄ҕਬ Ѥъೠࣗా ౱ղഈসъച ѐߊ੗੄ ૑ࣘ੸ੋࢿ੢
ѾೣߊѼ਷ rؒs 13TEBZ ܻ࠭য 13 ܻ࠭ 13 133FWJFXFS 13"VUIPS )FMQT ઱ਃӝמ ୭੸ച 13ਃড ܻ࠭ೖ٘ߔ ௏٘ઁউ ݽ؛୭੸ച ஶఫझ౟୭੸ച && 0O - QSFNJTF $PEF#VEEZQBHFTVNNBSZ

6TBHFTUBUJTUJDT

0SHT $PEF#VEEZ*OTUBMMFE 3FQPT

"-1)" അ੤ #&5" $PEF#VEEZ13$PWFSBHF

ݒ਋݅઒ ݅઒ ݒ਋ࠛ݅઒ ࠛ݅઒ ࠁా
2௏٘ߡ٣ী؀ೠ ੹߈੸ੋ݅઒بח ୶ୌೣ ୶ୌೞ૑ঋ਺ 2زܐীѱ௏٘ߡ٣ܳ ୶ୌೡ੄ೱ੉੓աਃ $PEF#VEEZ6TFS'FFECBDL

ݒ਋ز੄ ز੄ ߈؀ ࠁా 2௏٘ߡ٣ח13ղਊਸ ബҗ੸ਵ۽ਃডೠ׮
ݒ਋ز੄ ز੄ ߈؀ ࠁా ݒ਋ز੄ ز੄ ߈؀ ݒ਋߈؀ ࠁా 2௏٘ߡ٣੄ܻ࠭ח ղо֬சࣻ੓ח ੉गܳߊѼೠ׮ 2௏٘ߡ٣੄௏٘ઁউ਷ ਬਊೞ׮ $PEF#VEEZ6TFS'FFECBDL

2௏٘ߡ٣ܳࢎਊೞݶࢲѻ਷ য۰਑਷ޖ঺੉੓աਃ ࠗ੿ഛೠ ੢ടೠ ਃড 13ߧਤܳߩযդ ܻ࠭ೖ٘ߔ ޖ੄޷ೠ ࠗ੿ഛೠ ௏٘ઁউ
וܽࢿמ ੉೧ೞӝয۰਍਽׹ оՔ৔য۽؀׹ೣ ੣਷ӥ೸ݫੌ झ௼܀঑߅ $PEF#VEEZ6TFS'FFECBDL ਗೞחࠗ࠙݅ ܻ࠭ܳ߉Ҋर਺

t13ࢤࢿद%FTDSJQUJPO੘ࢿীन҃ਸ݆੉ॄঠ೮חؘ ௏٘ߡ٣оਃডਸ೧઱׮ࠁפખ؊оߺѱࢤࢿೡࣻ੓חѪэणפ׮u tਃডҗઁউ੄ղਊਸࠁҊनాߑాೞ׮ҊוՙҊ੓णפ׮݅ ೧׼ղਊ݅޺ҊֈযоҊ੓૑חঋই ই૒਷ܻ࠭दр੉ױ୷ػ׮Ҋೡࣻহणפ׮ ׮݅ न܉оऺৈоҊ੿ഛࢿ੉ખ؊֫ই૓׮ݶ рױೠ13੄҃਋ܻ࠭दр੉؀಩ױ୷ؼѪэणפ׮u
t13߂DPEFഈসSVMF੉ҳ୓ചغҊ ੹ޙѐߊ੗оইצ%#"ܳ؀࢚ਵ۽ ௏ܻ٘࠭ޙചо੿଱غחؘب਑ਸ઱঻णפ׮u t13ਃডਸղоೞ૑ঋҊ ೧઱ݶ߸҃ೞחߑधਵ۽૓೯೧ಞ೧઎׮u NBLFDIBOHFT $PEF#VEEZ6TFS'FFECBDL %FWFMPQFSBDUT $VMUVSF 1SPDFTT "*/BUJWF!EFW

8IBUsT/FYU

$POUJOVBM 1SF - USBJOOJOH $PEF#BTF3"( ௏٘ߡ٣о ஠஠য়੄௏٘ܳ؊ੜ੉೧ೞҊ ؊੿ഛೞҊ࢚ടীݏח਽׹ਸೡࣻ੓ب۾ ௏٘ߡ٣о җѢ੄ݽٚ੢গܳ੉೧ೞҊ
޷ې੄੢গܳ৘ߑೡࣻ੓ب۾ 8IBUsT/FYU "*о੉೧ೞח   t੹ࢎ੢গؘ੉ఠੋؙझҳ୷u MFTTPOT - MFBSOFE --. 3"(١"*ӝࣿب઺ਃೞ૑݅ "*ӝࣿ੉ղࠗ೐۽ࣁझաبҳ ޙച৬঴݃աੜਲ਼೤غח૑о೨ब

ױೞա੄ష௾بխ࠺ೞ૑ঋח ஠஠য়ѐߊ੗ٜ੄"*زܐ $PEF#VEEZ /PSUI4UBS.FUSJD ࢎਊ੗оઁಿਸా೧঳ਸࣻ੓חױೞա੄೨बо஖

5IBOLZPV

CodeBuddy 와 함께하는 AI 코드리뷰

CodeBuddy 와 함께하는 AI 코드리뷰

More Decks by kakao

Other Decks in Programming

Featured

Transcript