Puritia te kaha o te aunoatanga AI,
me te kaha ake o te mana whakahaere hanganga.

Ko SVCE te taiao whakahaere e pupuri ana i ngā māngai AI o te tūāpapa Clevi-X kia haumaru te whakahaere mā te te wehe, te whakahaere me te whakamana i aua mea ki te paparanga hanganga. Ka tuhi aunoa i ngā mea katoa mō wai i mahi i te aha, ā, āhea.

I hangaia mō ngā taiao pēnei i tōu

He pai te SVCE mō ngā whakahaere me ū ki ngā whakaritenga ā-ture, me whakahaere i ngā pūnaha uaua kua whakaurua, me pupuri rānei i te mana whakahaere tika o ō rātou hanganga.

Ngā ratonga pūtea · Te rāngai tūmatanui

Ngā taiao e whakahauhia ai te ture me te arotake

Hangarau Pārongo Hinonga

Te whakahaere kotahi o ngā pūnaha matatini

Kei ngā whare

Te whakahaere tika i tō ake hanganga

Māori-māori kapua

Ngā whakahaeretanga kawenga kei roto ipu

Te mahi a SVCE i roto i te tūāpapa Clevi-X

Ehara a SVCE i te otinga motuhake. Koia te paparanga whakahaere i waenga i tō hanganga me te tūāpapa Clevi-X, e whakahaere ana i ia whakahaerenga māngai.

Hanganga a te kiritaki
Kei ngā whare · Kapua tūmataiti · Kapua-maha
SVCE · Paparanga whakahaere hanganga
Wehe · Uru · Arotake · Mana whakahaere whakahaerenga
Tūāpapa Clevi-X
Ngā āpiha AI · Ngā rerengamahi whakaaunoa pakihi
He pēhea te whakataurite o SVCE ki ngā huarahi tikanga?

He māmā te whakahaere tika i ngā āpiha ki runga tūmau, engari he mōrearea; he haumaru ngā mīhini mariko, engari he taumaha. Ka whakakī a SVCE i taua āputa mā ngā ipu māmā.

Whakataurite Kaihāpai kei roto i te tūmau I runga i te VM SVCE
WehengaItiTeiteiTeitei (māmā)
Mana uruKua whakatinanahia ki te waehere tonoMe whirihoraKua whakaurua ki te wā whakahaere
Wehenga mō ia tūmahiHe uauaKoretakeAunoa mō ia ipu
Tuku rauemi · Tere whakakoreTerePōturiTere
Ngā paiherenga utuTeiteiItiTeitei
Ngā rangitaki arotakeMe hanga ritengaMe hanga ritengaNgā rangitaki tāpiri-anake kua whakaurua kētia
Ngā rohe o ngā āpiha AIMe hoahoa ritengaMe hoahoa ritengaKua whakaurua ngā kaupapa here paerewa
Ngā mōrearea o te whakahaere tika i ngā āpiha ki roto i te tūmau

He tere pea te hanga i te whakauru tika i tētahi āpiha ki roto i te tūmau, engari he ngoikore te noho wehe, ā, ka whakawhirinaki te mana whakahaere ki te waehere o te tono.

Ka taea e tētahi rahunga te horapa puta noa i te ratonga

Ina whakahaerehia ngā Coding Agent hei arorau tūmau ā-roto, ka taea e tētahi hapa, waehere kino, whakaeke rānei nō waho i tētahi mahi te horapa puta noa i te ratonga katoa.

Tūraru — Ka raru pea te ratonga whānui

Ka whakawhirinaki te mana uru ki te waehere tono

Ina noho ngā whakaaetanga ki roto i te waehere tono, he uaua te whakaū i te mana whakahaere ōrite mō ngā raraunga tairongo me te urunga API.

Tūraru — He iti te mana whakahaere ki ngā raraunga tairongo me ngā API

He uaua te manatoko i ngā hua

Ki te kore he taiao whakahaere pūmau, tērā pea ka rerekē te whakahaere o taua tūmahi, ka uaua ai te tārua, te arotake me te manatoko i te hua.

Tūraru — Kāore he tāruarutanga, he arotake, he manatoko pono
Ngā tūāpapa e whā o SVCE

Kaua e kīia ngā māngai he pūnaha whakautu māmā noa iho, engari he kaimahi taumata-whakaputa whai paenga haumaru me ngā mana whakahaere kua āta whakaritea.

Wehenga

Mā te noho wehe i runga i ngā ipu e aukati ai i te horapa o te waehere kino, ngā whakahau rerekē me ngā whakaeke ā-waho ki tua atu i te wāhi whakahaere o tētahi māngai AI. Ka whakangaromia te ipu i muri i ia mahi hei whakaiti i te tūraru o ngā raraunga e toe ana.

Puritia ia whakahaerenga ki roto i tētahi rohe haumaru

Mana whakahaere

Kāore rawa ngā kaihāpai e kōwhiri i ō rātou ake whakaaetanga. Ka tuku, ka aukati hoki te Command Mediator me te Orchestrator i te urunga mō ia tūmahi, mā te whakamahi i ngā here rerekē mō ngā kōnae, ngā whatunga, ngā API, ngā whakahau pūnaha me ngā mea muna mō ngā tūnga pēnei i te Rangahau, te Waehere me te Kaiwhakatinana.

Whakahaerehia ngā mahi ka taea, kāore e taea e ngā Coding Agent i te paparanga hanganga

Te whaihua

He tere ake te tīmata o ngā ipu māmā i ngā mīhini mariko, ā, ka waihangatia anake ina reri ana te mahi. Ka whakawhāitihia, ka tohaina hoki ngā rauemi PTM, mahara, I/O me te GPU mō ia tūmahi, hei taurite i te utu me te mahinga.

Whakamahia ngā rauemi e hiahiatia ana e ia tūmahi anake

Tauine

Whakahaerehia ngā kaiwhakamahi, ngā tūmahi me ngā āpiha maha i te wā kotahi. Ka āwhata aunoa ngā ipu i te pikinga o ngā tono, ka noho motuhake ngā rahunga ki ngā tūmahi takitahi, ā, ka taea te wehe i ngā āpiha mā te tūranga.

Whakanuia te tauine mā te pono puta noa i te tini o ngā kaiwhakamahi me ngā māngai

Kāore rawa ngā tono e whakatinanahia tonutia. Ka haere ia tono mā te Command Mediator he kūaha, me tutuki ngā tirohanga kaupapahere, whakaaetanga me te whakamana i mua i te whakatinanatanga ki tētahi ipu noho wehe.

Kaiwhakamahi / Rerengamahi
Ka tuku mahi e te AI, e te kaiwhakahaere rānei
Command Mediator
Tirohia te kaupapa here, ngā whakaaetanga me ngā whakaaetanga whakaae i mua i te whakatinanatanga
Ipu āpiha kua wehea
Whakahaerehia ngā mahi hei wae whakahaere motuhake
Utauta · API · Raraunga
Uru ki ngā mea anake e whakaaetia ana e te kaupapa here
↑ Ka haere ia tono mā
Whakamana kaupapa here
Taki whakaaetanga
Huringa whakahau
Rerenga whakaaetanga

Kaiwhakarite ka whakatau i te ipu, ngā whakaaetanga, te kaupapa here whatunga, te tohatoha CPU me te pūmahara, me te wā whakahaere mōrahi mō ia tūmahi.

Rākau arotake · He tauira o te rekoata whakahaere ora
2026-05-14 02:31:04Tonoresearch-agent → Tonoa te uru ki te pātengi raraunga whakaputa mō te tātari i ngā rākau utu
2026-05-14 02:31:05Kāore i whakaaetiakai takawaenga-whakahau → Takahitanga kaupapa here · Kua aukatia te urunga tika ki te pātengi raraunga whakaputa · Me whakaae: req_8c4a
2026-05-14 02:33:18Whakaaetia@kim.ops → approve(req_8c4a) · Kua whakawhāitihia ki te urunga pānui-anake
2026-05-14 02:33:20Whakahaerengakaiwhakarite → Kua waihangatia te ipu wehe · Pānui anake · Kua whakawhāitihia te whatunga · TTL 10m
2026-05-14 02:33:24Arotakesvce → Ka penapenahia ngā whakahau, ngā hua me ngā pūkete uru (tāpiri anake)
2026-05-14 02:43:21Wetewetekaiwhakarite → Kua oti te tūmahi · Kua whakahokia te ipu · Kua tangohia ngā raraunga toe

Te ngāwari o te aunoatanga AI,
me te hiki i te mana whakahaere ki te taumata kua rite mō te whakaputanga.

CLEVI

Te reo me te rohe

Kua tohua ngā reo kua whakamāoritia e te mīhini. E whai ana te wātea i te paihere pae kua whakaputaina.

136 ngā reo

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