Tukua mā AI ngā mahi hinonga tukurua,
me ngā whakaaetanga me ngā arotake i roto i te rerenga kotahi, māeneene.
Ka huri a ARI i ngā tono reo māori hei mahi, ka tuku atu mō te whakaaetanga a te tangata, ā, ka whakaputa i ngā hua.
I hangaia e Clevi a ARI hei huri i ngā whakamātautau AI hei tukanga pakihi tūturu.
Kāore ngā whakamātau AI e tae atu ki ngā mahi o ia rā
Kei te piki haere tonu te maha o ngā karetao kōrerorero me ngā whakamātau AI, engari ki te kore he hononga ki ngā rerengamahi tūturu, ka noho motuhake tonu. Ka whakahaerehia ia taputapu motuhake, ā, ka tū ngā kaupapa whakamātau ki te kore he whakahaere ā-hinonga whānui.
Kāore e taea e koe te whai i te ara, te arotake rānei i ngā mahi a AI
Kāore he rekoata mō ngā tuhinga i whakamahia e AI, te ara i whāia kia tae ki tētahi whakataunga, me te tangata nāna i whakaae. Nā konei ka uaua te whakamahi i ngā taputapu AI i raro i ngā whakaritenga arotake ā-ture, arotake ā-roto rānei.
Ka taea e AI te whakahaere i ngā mahi tūraru nui me te kore tirotiro
Ina taea e AI te karanga API, te whakarerekē pūnaha o waho, te tuku rānei i te waehere, ka uaua te whakahaere. Kāore e taea e ngā hinonga te whakaae ki tētahi pūnaha e mahi ana i ngā mahi mōrearea nui me te kore arotake a te tangata.
Ka ngaro i a AI te horopaki o tō whakahaere
Kāore ngā tuhinga ā-roto, ngā kaupapa here, ngā kupu motuhake, me ngā hītori mahi e whakawhiti ki AI, nō reira me whakamārama ngā tīma i te horopaki i ia wā. Kāore rawa te mātauranga whakahaere e whakakaha haere hei rawa AI.
Kāore e taea te whai i ngā mahi AI e roa ana
Mō ngā mahi AI e maha meneti ana, neke atu rānei, kāore e taea e koe te kite i ngā tūnga takawaenga, te tohu rānei i te wāhi i puta ai tētahi hapa. Ehara tēnei i te tauira whakangao whirinaki.
Whiwhi tono
Ngā paearu raka
Whakahaere
Whakaaetanga a te tangata
Mahi ā-waho
Whakaputa hua
Ngā whakahaere whakaae
Kāore rawa ngā mahi tūraru nui e whakahaerehia me te kore arotake a te tangata. Tautuhia ngā kaupapa here whakaaetanga mā te momo mahi me te taumata urunga, ā, ā-unoa aukatihia ngā mahi kāore i whakaaetia.
Ngā rangitaki arotake
Aroturukihia ia mahi AI i ngā wā katoa. Ka tuhi a ARI i te hītori whakahaere katoa, mai i te tono ki te hua, ki tētahi hōputu ka taea te whai mō te arotake ā-roto me te tautukunga.
Te whakaemi mātauranga
Whakahaerehia te horopaki hei rawa mā te whakahaere. Ka whakaemihia ngā tuhinga ā-roto, ngā hītori mahi, me ngā taunakitanga whakatau kia taea ai e AI te mahi mā runga i ngā mātauranga motuhake o tō whakahaere.
Pito mutunga e takawaenga ana e te tūmau
Ka whakahaere a ARI i ngā tono whakatinanatanga waehere i runga i te tūmau, nō reira kāore ngā kiritaki e hiahia ki te uru tika ki te taiao whakatinana.
Kaitiaki Mokowāmahi
Ka whakawhāitihia e ngā kaupapa here ngā kōnae me ngā pūnaha ka taea e ARI te uru atu i a ia e mahi ana hei coding agent.
Whakaaetanga mō ngā mahi mōrearea
Ka whakahaerehia ngā whakahau mōrearea nui e ARI i muri noa iho i te arotake a te tangata, mā reira ka whai mana tika tō whakahaere ki te whānuitanga o te whakaaunoa.
Ngā tukunga ka taea te manatoko
Ka penapena a ARI i ngā taunakitanga me te hītori o te whakahaere me ia wāhanga waehere, tuhinga me te putanga ka hangaia e ia, nō reira kei te wātea tonu te takenga mai.
He wheako kōnae mamao
Ka mahi a ARI ki ngā kōnae i ngā taiao mamao, ā, mā tētahi atanga māmā te whakamahi ka taea e ngā kaiwhakamahi te arotake me te whakatika i ngā hua.
Ngā mana whakahaere tuhi-hoki pūmahara
Ka whakahaere ngā kaupapa here i ngā mea ka āhei a ARI ki te ako, ki te tuhi rānei ki te pūmahara i roto i tētahi mahi, hei aukati i te poke horopaki kāore i te whakaarohia.
Te tū motuhake o ngā pūurutau
Kāore a ARI e herea ki tētahi LLM, tūāpapa whakawaehere rānei. Ka mau tonu ngā rerenga mahi ina huri koe i te tauira taketake, i te taiao whakahaere rānei.
Te whakahaere i roto i te taiao whakaputa
Aroturukihia ngā tūnga mahi, ngā hapa, me te hītori ngana anō i te hōhonutanga o te taiao whakangao, ā, whakahaerehia ngā āpiha AI me te kore he pouaka pango.
Aunoatanga pūrongo
Aunoatanga rerenga mahi
Te tuku waehere
Ehara a ARI i te māngai anō. He paparererenga whakahaere mō ngā mahi, te uru me te arotake, e āhei ai ngā māngai me ngā taputapu maha ki te whakahaere haumaru i roto i ngā rerenga mahi hinonga.
| He kōwhiringa kē | Te kaha | Here | He aha tā ARI e tāpiri ana |
|---|---|---|---|
| Kōrerorero whānui / RAG | He Pātai me ngā Whakautu tere, me ngā whakautu mō ngā tuhinga | He whakatinana, he whakaaetanga, he mahi ki waho, me te whakaputa he iti noa | Ka whakakotahi i te tiki kōrero, te whakahaere, te whakaaetanga me te whakaputa |
| Ngā kaiawhina whakawaehere IDE (Copilot, Cursor) |
Ka whakapai ake i te hua o ia kaiwhakawhanake | He maha ngā wā ka momotu mai i ngā rerengamahi hinonga, ngā pūwāhi mutunga mamao me te arotake | Ka kawea mai ngā mahi whakawaehere ki ngā rerenga uru, whakaaetanga, taunakitanga, me te whakaputa a Clevi |
| Ngā māngai motuhake (OpenHands, Devin) |
Te whakatika kōnae, te uru ki te anga whakahau, te whakamātautau, me ngā mahi whakawaehere roa | Ko te tikanga, kei ia māngai tōna ake pūmahara, taputapu me te āhua o te wāhanga mahi | Ka whakamahi a ARI i te paparangi whakatinana anake, engari mā te tūmau ngā kaupapa here, te pūmahara, ngā whakaaetanga, me ngā mea hanga e whakahaere |
| Ngā anga a te kaihautū (LangGraph, AutoGen) |
He whakangāwari i te tuhi waehere a ngā kaiwhakawhanake mō ngā rerenga mahi a ngā āpiha | Me hanga ritenga te atanga kaiwhakamahi whakahaere, ngā ACL, ngā raraunga rohe, me ngā tūtira pito | Ka whakakaha ake i aua mea mā ngā whakahaerenga Clevi kua whakaurua kētia |
| RPA / ngā rerenga mahi tuku iho | Te whakaaunoa tukanga hanganga me te whakauru pūnaha | He ngoikore ki te tiki kōrero kāore i te hanganga, te whakaaro mā te reo māori, me te whakarerekē waehere | Ka whakakotahi i ngā LLM, AgentLoop, Toolset, Memory me Code Agent ki ngā rerengamahi kua tino tautuhia |
* E whakaatu ana tēnei whakatauritenga i ngā āhuatanga hua e kitea nuitia ana. Ka rerekē pea ngā āheinga motuhake i runga i te putanga me te whirihoranga.
Kāore a ARI e waihanga i tētahi atu kaihautū. He paparererangi whakahaere e āhei ai ngā kaihautū AI me ngā taputapu o nāianei te whakahaere haumaru i roto i ngā rerenga mahi hinonga.
Ka whakakotahi i ō taputapu AI o nāianei, ngā Coding Agent o waho, me ngā pūnaha ā-roto ki roto i tētahi rerenga whakahaere kotahi ka taea te whaiwhai.
Mā tōna hoahoa motuhake i te pūurutau ka karo i te here ki tētahi tūāpapa, ā, ka hono ki ngā ERP, ngā pūnaha tuhinga, ngā taputapu mahi ngātahi, ngā pūrongo waehere me ētahi atu.
Hei tauira, ko ngā mahi ka hipa i ngā paearu kua tautuhia e tō whakahaere — pēnei i te whakarerekē i tētahi pūnaha ā-waho, te uru atu ki ētahi kōnae motuhake, te hipa rānei i tētahi paepae moni — ka neke aunoa ki tētahi wāhanga arotake mā te tangata.
Ka taea te whirihora kia kore rawa ngā raraunga hinonga me te hītori whakahaere e puta i te whatunga ā-roto.
He tino pai mō ngā pūtahi pūtea, ngā whakahaere tūmatanui, me ngā hinonga he tino pakari ō rātou kaupapa here haumaru.
Ka taea e koe te whakauru i ngā rekoata ki ngā taputapu arotake ā-roto, te tiro rānei me te kaweake tika atu.
Ka taea e rātou te whakaaunoa i ngā mahi tukurua mō ngā tuhinga, te tātari me ngā whakaaetanga, me te kore e hiahia ki te whakawhanake AI matatini.
Ka whirihora ngā kaipūkaha tūāpapa i ngā pūurutau ki ngā wāhi e hiahiatia ana te whakaurunga hangarau.
Kei te whānuitanga o ngā pūnaha hei whakauru me te rahi o te whakahaere te wā whakatinana; tēnā whakapā mai mā tētahi pātai whakatinana kia whakaū ai i te wātaka motuhake.