He aha te Vibe Coding?

Ko te Vibe Codeing te mahi hanga pūmanawa mā te whakaahua i tāu e hiahia ana i roto i te reo māmā, māori hoki, me te tuku i tētahi tauira AI ki te whakaputa i te waehere, kaua e tuhi i ia rārangi, i ia rārangi māu ake. Ka akiaki te tangata, ka whakaputa te AI, ā, ka whakamātautau me te whakahou i te hua, he maha ngā wā kāore e pānui i ia rārangi ka puta mai i te tauira.

Koinei te whakautu poto ki te pātai "he aha te vibe coding". He mea tika kia tirohia te tikanga whānui o te vibe coding, me te pūtake mai o te kupu, nā te mea kua nekehia mai i te wā i hangaia ai.

Nō hea te kupu nei #

He pūtake motuhake te whakakōwae Vibe: he pou pāpāho pāpori kotahi. I te 2 o Pēpuere, 2025, i puta te kairangahau AI me te kaiwhakaū o OpenAI I tuku kōrero a Andrej Karpathy ki X e whakaahua ana i tētahi huarahi hou i tīmata ai ia ki te hanga pūmanawa. I mea ia ka "tuku katoa ia ki ngā kare ā-roto" ka waiho mā ngā tauira reo nui e tuhi te whakatinanatanga i a ia e arotahi ana ki te whakaahua i ngā putanga, kaua ki te wetereo.

I whakaahuahia e Karpathy te tukanga mahi i roto i ngā kupu whaihua: i kōrero ia ki tētahi kaiawhina waehere AI mā te reo, i whakaae ki āna whakaaro me te kore e pānui i ngā rerekētanga, ā, i whakapiri anō i ngā karere hapa me te kore he kōrero kia ea rā anō. I muri mai ka whakarāpopototia e ia te huringa kia māmā ake: "Ka kite noa ahau i ngā mea, ka kōrero i ngā mea, ka whakahaere i ngā mea, ka tārua-whakapiri i ngā mea."

I horapa tere te pou. I roto i ngā wiki i kapihia e ngā pāpāho nui, ā, i te marama o Poutū-te-rangi 2025, kua tāpirihia e Merriam-Webster te "vibe coding" ki tana papakupu hei kupu whaiwhai me te kupu rongonui, e whakamārama ana ko te "tuhi waehere rorohiko i roto i te ahua koretake, me te āwhina AI." I te mutunga o te tau 2025, I haere tonu te Papakupu Collins, ā, i tapaina ko ia ko te Kupu o te Tau.

Te Hurihanga o te Tikanga #

Koinei te wāhi e nui ake ai te whakamere o te "tikanga o te whakakōwae hihiri" i te kōrero taketake anake. I te tīmatanga i whakamahia e Karpathy te kupu hei whakaahua i tana ake huarahi whaiaro, iti te tūponotanga, mō te hanga tauira koretake, ehara i te tikanga i whakaarohia e ia mō te pūmanawa whakaputa. Engari i mawhiti tonu te kupu i taua horopaki.

I ēnei rā, kua whānui haere te tikanga o te whakakōwae vibe ki te kapi i te whānuitanga o ngā whanaketanga āwhina-AI, mai i ngā kaiwhakangahau e hanga ana i tētahi taupānga wiki mutunga ki ngā kamupene hou e tuku ana i ngā pūmanawa whakaputa i tēnei ara. Tata ki te 63% o ngā kaiwhakamahi whakakōwae vibe e kī ana ehara rātou i te kaiwhakawhanake, tae atu ki ngā kaiwhakahaere hua, ngā kaiwhakahaere hokohoko, me ngā kaihoahoa , ā, tata ki te hauwhā o te rōpū kamupene hou o te takurua 2025 a Y Combinator i kī he 95% neke atu rānei ngā pūtake waehere i hangaia e te AI . E matapaetia ana e ngā kaitātari ka tere haere tonu taua iaE matapaetia ana e Gartner ka nui ake te tokomaha o ngā kaiwhakawhanake ā-iwi i ngā miihini ngaio, e whā ki te kotahi, i te tau 2028 .

He pēhea te mahi a te Vibe Coding? #

Ko te nuinga o ngā whakaahuatanga o te tukanga mahi waehere hihiko ka wehea ki tētahi porowhita ka taea te whakahoki:

1. Whakatairanga. Whakaahuahia te putanga e hiahiatia ana i roto i te reo tūturu, kaua i te waehere. ("Hangaia he dashboard e whakaatu ana i te moni whiwhi ā-marama mā te wāhanga kiritaki, me te tātari rā me te kaweake CSV.”)
2. Whakaputa. Ka whakaputahia e te tauira AI he waehere, i ētahi wā he kōnae katoa, i ētahi wā he rerekētanga ki te waehere o nāianei.
3. Oma me te mātakitaki. Ka whakahaere te tangata i te hua, ka tirotiro mēnā kei te rite te whanonga ki te whakaahuatanga, kaua e pānui i te whakatinanatanga rārangi i te rārangi.
4. Whakahōu. Ka whakatikatikahia te hua e ngā tohutohu whai muri. He maha ngā wā ka whakapirihia ngā hapa ki te tauira o nāianei, kaua ki te whakatika ā-ringa.

Ehara i te mea ko te whai wāhi mai o te AI (kua roa te wā e whakamahia ana e ngā kaiurungi te AI e te whakaoti aunoa me ngā kaiurungi). Engari ko te nui o te kore whai wāhi mai i te waehere tonu: kei te aromatawai te tangata i ngā putanga, ehara i te tirotiro i te whakatinanatanga.

Te Whakawaehere Hikoi me te Whakawaehere Āwhina AI Tuku Iho #

He mea tika kia wehewehea te waehere wiri mai i ētahi atu rerengamahi āwhina-AI, nā te mea he ngāwari noa te whakamahi i ngā kupu:

• Ngā taputapu whakaoti-aunoa/whakahaere-ā-rua tūtohu waehere i a koe e pato ana, engari kei te tuhi tonu te kaiwhakawhanake me te arotake i ia rārangi.
• Te waehere ā-AI i te whānui ake ka uru atu ki ngā rerenga mahi katoa e tuhi ana te AI i te waehere ka arotakehia, ka whakatikahia hoki e te kaiwhakawhanake me te tino mārama.
• Whakawaehere hihiri e tohu ana tēnei kei te ārahi te tangata mā te putanga, mā te akiaki, te whakamātautau, me te whakahou, kaua mā te pānui me te mārama ki te whakatinanatanga kua whakaputaina.

He mea nui taua rerekētanga, nā te mea ko te wāhanga "kāore e pānui i ngā rerekētanga", ehara i te AI tonu, te mea e hanga ana i te nuinga o te mōrearea e kōrerohia ana i raro nei.

Te taha mōrearea o te Vibe Coding #

He papakupu tēnei, ehara i te tapanga whakatūpato, engari kāore he whakamāramatanga o te waehere hihiko e oti ana me te kore he rangahau haumarutanga kua kohia huri noa i a ia, nā te mea kua waiho hei tetahi o ngā ngoikoretanga tino ine o te mahi. He maha ngā rangahau motuhake e hono ana ki tētahi whānuitanga ōrite: i kitea i roto i tētahi rangahau o Hakihea 2025 mō ngā putunga tuwhera-pūtake I puta mai ngā ngoikoretanga haumarutanga i te waehere i hangaia e te AI i roto i te 45% o ngā mahi whanaketanga , me te āwhina a te AI pull requests tata ki te 2.74 ngā wā i nui ake ai ngā take haumarutanga i te waehere i titoa e te tangata i roto i te whakatauritenga kotahi. He rerekē te puta o ngā momo ngoikoretanga motuhake: i kitea e tētahi rangahau he ngoikoretanga XSS i roto i te 86% o ngā tauira waehere i hangaia e te AI i whakamatautauria puta noa i ngā tauira reo matua e rima .

He tauira e pā ana, kua tuhia paitia te moemoeā whakawhirinaki. I kitea i roto i tētahi tuhinga rangahau a te Cloud Security Alliance i te Paenga-whāwhā 2026, i roto i te 2.23 miriona tauira waehere i hangaia e te AI mai i ngā tauira tekau mā ono, 19.7% kei roto i te iti rawa kotahi te ingoa mōkihi moemoeā kāore i te tīariari , ā, 43% o aua ingoa moemoeā i puta anō i ia wā e whakahokia ana te tohu kotahi , koinei te mea e taea ai te whakamahi i te tauira kaua i te tūpono noa. Kua tīmata hoki ngā kairangahau motuhake ki te whai mana i te pānga o muri mai:I tuhia e te Vibe Security Radar a Georgia Tech e 35 ngā whakaurunga CVE hou i honoa tika ki te waehere i hangaia e te AI i te marama o Poutū-te-rangi 2026 anake, he pikinga mai i te ono i te marama o Hānuere.

Kāore tēnei e kī ana he koretake te whakamahi i te waehere vibe, he pono ngā hua o te mahi, ā, kāore te whakamahinga e huri ke. Ko tōna tikanga he rerekē ngā kereme e rua "nā te AI i tuhi, ā, i oma" me te "he haumaru te tuku", ā, ko te tirotiro i te waehere i hangaia e te AI me te tirotiro rite tonu ki tētahi takoha a te hunga tuatoru kāore anō kia arotakehia kei te tere haere te... standard ngā tohutohu puta noa i te rangahau haumarutanga mō tēnei kaupapa.

Nga Takea Matua #

• He kupu motuhake te "vibe coding", ehara i te kupu taurite mō te "AI-assisted coding". E whakaahua ana i te hanga mā te putanga me te whakahounga, kaua mā te pānui me te mārama ki te waehere kua hangaia.
• Nā Andrej Karpathy i tito i te 2 o Pēpuere, 2025, ā, i roto i ngā wiki e rima ka eke ki te rārangi kupu whakawhitiwhiti a Merriam-Webster.
• Kua whānui ake te tikanga o te whakakōwae Vibe mai i tētahi mahi whaiaro, iti te pānga ki tētahi huarahi whakawhanake whānui e whakamahia ana e ngā kaiwhaiwhai me ngā pakihi hou kua utua.
• Ehara i te waehere i hangaia e te AI te mōrearea, engari he waehere i hangaia e te AI kāore anō kia arotakehia. E kitea tonutia ana e ngā rangahau motuhake te pikinga o ngā reiti whakaraerae me te moemoeā whakawhirinaki e taea te matapae i roto i ngā putanga kua whakakōwaea-vibrate.

Me tuku tonu te pūmanawa whakakōwae-vibe mā roto i te taua pipeline pērā i ngā mea katoa. Xygeni's ka pā te tūāpapa ki te taua mea anō SAST, SCA, a Tātaritanga mohio-AI Tuhinga o mua Waehere i hangaia e te AI, pērā i tana mahi ki te waehere i tuhia e te tangata, whai wāhi Whakatūpato Moata Pūmanawa Kino (MEW) mō te momo mōrearea whakawhirinaki-pōhewa kua whakaahuatia i runga ake nei, kia kore ai e pekehia te taahiraa arotake e te tukanga tere-ki-te-whakaputa.

FAQ #