Ko te putanga rongonui o te kōrero mō te AI me te hangarau, he mea whakamarie: ka whakaarahia ake te katoa e ngā taputapu, ka tuhi te injinia hōu i te waehere kounga-matua, ā, ka whakaōrite te papa tākaro. He kōrero ātaahua. Engari, ko te nuinga o te wā, kua huri kē whakamuri. Kāore te AI e whakakotahi i te āputa i waenga i ngā injinia. Kei te whakawhānui kē — nā te mea ko te mea e tino utua ana e ia, ko te mea kotahi e kore e taea e ia te hoatu ki a koe, arā ko te whakaaro tika mō te aha koe i mahi ai i ēnei mea katoa.
Te Hurihanga
He nui o ngā mea e kīia nei e tātou ko ngā tikanga mahi tino pai, he tino whakarite noa ki ngā tepe o te tangata. I noho poto ai ā mātou function nā te mea he iti noa te mea ka taea e te tangata te pupuri ki roto i tōna māhunga. I whai tikanga mātou ki te kore e tāruarua i a mātou anō, nā te mea, ko te panoni i te mea kotahi ki ngā wāhi e rima mā te ringa tonu, koirā te take e puta ai ngā bug. I tuhia e mātou ngā mea nā te mea he ngoikore te mahara o te tangata. He tikanga pai — engari he tikanga i hangaia e te utu o te noho hei tangata i mua i te papapātuhi.
Ka whakarērekētia e te AI aua utu. Ina taea e tētahi kaihautū te pānui i te codebase katoa i roto i ngā hēkona, te whakahou i tētahi tauira tāruarua puta noa i ngā kōnae e whā tekau, kotahi tonu te wā, ā, kāore rawa e wareware ki te wāhi o ngā mea katoa, ka mutu noa te mana o ētahi o aua here tawhito. Kua hurihia te ōhanga nāna i puta ai te ture, ā, i te wāhi ngū, kua huri tahi ētahi o ngā ture me tērā. Ehara i te katoa — engari he tokomaha kē kia kore ai te "koirā tā mātou i mahi ai i ngā wā katoa" e noho hei kōwhiringa haumaru.
Te Āputa Whakaarotanga
Anei te wāhi ka puare ai te āputa. E mōhio ana ngā injinia tokorua ki te ture "kaua e tāruarua i a koe anō." E mōhio ana tētahi ki te aha: he mōrearea te tāruaru, tino nā te mea ka rerekē haere ina panonitia e koe tētahi kape ka wareware ki ērā atu, ā, ko te tikanga tūturu o te ture, he mōrearea tiaki, ehara i te noho noa mai o ngā poraka rite rua. Ko tērā atu, ko te ture anake tāna e mōhio ai.
Hoatu ki a rāua tokorua tētahi ao ka taea e tētahi AI te rapu me te whakahou i ngā kape katoa o tētahi tauira, i runga i te tere me te pono. Ka taea e te injinia tuatahi te whakaaro mēnā e whai mana tonu ana te ture i konei, ā, āhea te tāruaru e ngāwari ake ana i te abstraction hē. Ko te injinia tuarua, ko te whakahua noa i te ture tāna e taea ai. Ina neke te whenua, mā te māramatanga koe e taea ai te tiki anō i te whakautu tika; mā te maumahara noa, ka toe koe ki te tiaki i tētahi ture kua rere kētia tōna take.
Koirā te āputa whakaarotanga, ā, ka ringihia e te AI he hinu ki runga. Ka whiwhi te injinia i mātau ki ngā whakawhitiwhiti i tētahi whakarahi kaha. Ka whiwhi te injinia i maumahara noa i ngā otinga i tētahi taputapu māia hei whakaputa i ngā whakautu o inanahi, kia maha ake, kia tere ake.
Ehara i te Whai Hua Iti Noa — He Whakakore Anō
He mea māmā noa mēnā he iti noa ake te whai hua o te injinia kei raro i te raina. Ko te pono uaua ake, i roto i te taiao tere te neke, ka taea e ia te whakakore i te painga o te rōpū. Ka whakapōturi ia i ngā panonitanga pai mā te karanga ki te tikanga tuku iho — "ehara tērā i tā mātou tikanga" — me te kore e taea te kī mēnā he take tonu tō taua tikanga. Ka whakaputa ia i te whakararuraru, ka arotake mā te whakaaro-korekore, ā, ka herea ngā matapaki ki ngā ture kua kore noa iho he painga. Ehara te utu i te mahi anake kāore ia i mahi; ko te taumaha anō e utaina ana e ia ki runga i te katoa e whakaaroaro ana i tōna taha.
Te Pakiwaitara mō te Whakaōritenga
Koinei te take he hawhe noa te pono o te kōrero "ka whakaōritehia e te AI te tuhi waehere." Āe, i piki ake te paepae o te mea āhei: ko te tangata kāore i āhei ki te tuku i tētahi mea, kua āhei ināianei ki te tuku i tētahi mea. Engari, i tere ake te piki o te uara o te whakaaro tika. Ko ngā taputapu AI te tino whai uara ki ngā tāngata kua mōhio kē ki tā rātou e mahi ana, nā te mea ko rātou tērā e taea ana te kite ina tika te taputapu, ina hē māia, ā, ina kua rerekē te āhuatanga kia kore ai e mau tonu te whakautu tawhito. Ko te taputapu e whakarahi ana i a koe, ka rite tōna pai ki te pai o te mea e whakarahia ana.
Kāore he Tikanga Noa Hōu
Ko te whakaaro tuatahi, he tatari kia noho pūmau ngā mea — kia ako i ngā tikanga mahi pai hōu, kātahi ka noho mārie ki roto. Engari, e tere rawa ana te piki o ngā āhei mō tēnā. I ia mārama torutoru, ka ngāwari anō tētahi here i whakaahua i tā tātou mahi, ā, ka mutu ngū tētahi atu putunga mātauranga tuku iho. Kāore he āhuatanga noa hōu pūmau hei maumahara. Ehara i te mea nō hea koe e tū ana i tēnei rā te mea nui, engari ko te tere o tō tiki anō i te whakautu tika ina neke anō te whenua — ā, he āhuatanga tēnā nō te māramatanga, ehara nō te pukapuka ture kua maumahara koe.
Koinei anō te take pono mō te pupuri pono tonu i te tangata ki roto i te awhiowhio mahi, ā, koinei tā mātou i hoahoa ai i a TaskGoblin. Ka tuhi te kaihautū i te waehere, ka arotake hoki i te merge request, engari kāore rawa ia e whakaae, kāore rawa e merge — nā te mea, ko te whakaaro tika mō te tika rānei o tētahi panonitanga mō tēnei pūnaha, i tēnei wā tonu, koirā tonu te wāhanga kāore e taea te whakaaunoa. Ka whakaarahia e te kaihautū te paepae o ngā mea e puta ana. Ko te whakatau he aha te mea pono mō te pūnaha, nōu tonu tērā, ā, he nui ake tōna uara i ngā wā katoa o mua.
Kei Whea Koe e Tū Ana?
Anei tētahi whakamātautau ka taea e koe te whakamahi ki a koe anō. Kōwhiritia tētahi tikanga mahi e whāia ana e koe — DRY, ngā function iti, ngā whakamātautau whānui, ahakoa he aha. Ka taea e koe te whakamārama i te here i whakautua ai taua tikanga i te tuatahi? Ā, ka taea e koe te kī pono mēnā e mau tonu ana taua here ināianei kua mahi tētahi wāhanga o te mahi e te AI? Mēnā ka taea, ka pai koe; ka haere tonu koe ki te tiki anō i ngā whakautu pai i te panoni haeretanga o ngā taputapu. Mēnā, ko te ture noa tāu e taea ai te whakaputa, he mea tēnā hei aro atu — nā te mea kei te piki haere tonu te paepae, ā, ko te tawhiti i waenga i te whakahua noa i ngā ture me te māramatanga ki a rātou, koirā tonu te tawhiti e whakawhānui haere ana.
