TL; DR
Ehara ngā taputapu whakamātautau AI i te kāwai kotahi. He momo hua e whā e whakaoti ana i ngā raruraru rerekē e whā. Mā te whakamana whakaaturanga motuhake ka whakamātau i ngā ara whakaeke puta noa i te hanganga. Ka whakaekea e te hara tukutuku me te API ā-ringa ō tono. Ka whakahaerehia te whakamātautau wā-oma tonu i runga i ia hanganga o te pipelineKa whakaekea e te mahi tahi a te taupānga AI whero ngā tauira me ngā kaihoko ka tukuna e koe. Ko te whakatairite i a rātou me te mea he mea whakawhitiwhiti te huarahi tere ki te moumou tahua.
Ko te whakamātautau ā-tinana te nekehanga i raro i ngā mea e whā. Ka tūtohu te pairati tuarua i tētahi taahiraa, ā, ka whakahaerea e te tangata. Ka whakahaerea e te ākena te whakahau, ka pānui i te putanga, ka whakatau i te mea hei mahi i muri mai, ā, ka huripokitia. Koia te rerekētanga i tae atu ai te whakamātautau ākena ki ngā kitenga e kore rawa e taea e tētahi tuhinga pumau, ā, he aha hoki te putanga pono o te tauira 2026 he wehenga mahi: kei ngā ākena te whānuitanga me te kapinga tonu, kei ngā tāngata te whakatau me te waitohu e hiahiatia ana e te kaiwhakahaere.
Ehara te mana motuhake i te mea e wehewehe ai ngā kaihoko. Ko ngā taunakitanga. Pātai atu mēnā kei roto i tētahi kitenga te tono, te whakautu me te kawenga i whakamahia. Pātai atu he aha te mea ka pā ki tētahi mahi tinihanga i kīia kāore i te tūturu, nā te mea he moemoeā noa iho ngā pūnaha kaiwhakahaere. Pātai atu ki te wāhi e rere ai te taputapu, nā te mea ka whakakorehia e ngā tono ā-roto me ngā whenua whakahaere tetahi mea kapua-anake. Kātahi ka pātai atu mēnā e hono ana ngā kitenga ki tāu i matawai kē, ka tae mai rānei ki tētahi papatohu tuawhā kāore he tangata e aromatawai ana.
Ko te mutunga mai o tētahi aromatawai nui ko: ngā taunakitanga mō ia kitenga, te whakarōpū i aua taunakitanga kaua ki te tapanga kaha, te whakamātautau e rere ana i roto i tō ake hanganga tae atu ki te kapinga āputa-hau, te kapinga manatoko i muri i te login, he matawai e rahua ana te hanga engari kāore e tuku pūrongo, ā, ka hono atu ki tētahi tauira mōrearea me ngā kitenga kua oti kē te whakahaere e koe. Xygeni e kapi ana i ngā mea puta noa i te waehere, pipeline me te wā whakahaere, tae atu ki ngā kitenga i tangohia mai i ngā taputapu kāore koe e whakakapi ana.
He aha i mutu ai te mahi a te whakamātautau ā-tau?
Ko te whakamātautau urunga tuku iho he whakaahua e rua wiki te roa o tētahi pūnaha e whakarerekētia ana i ia rā. E rima mati te utu, e kapi ana i tētahi wāhanga iti o te whenua, ā, i te taenga mai o te pūrongo, kua neke haere te tono.
Kāore rawa he mea tino pai mō tēnā. Ko te mea i rerekē ko te whānui haere o te āputa i ngā pito e rua. Ka tere ake te tuku waehere nā te mea he nui ake ngā tuhinga a te AI, ā, 2025 GenAI Code Security Pūrongo i kitea e 45% o ngā tauira i hangaia e te AI i whakauru i ngā ngoikoretanga OWASP Top 10 mai i te pouaka puta noa i te neke atu i te 100 tauira. I taua wā, e 57% o ngā whakahaere i pāngia e te takahi e pā ana ki te API i roto i te matapihi tau e rua. He nui ake te mata, he tere ake te huri, he iti ake te whakamātautau.
Nā taua pēhanga i hanga te mākete mō ngā taputapu whakamātautau AI, ā, koinei te take i noho ai te whakamātautau agentic hei tapanga i rapua e te katoa i te tau 2026.
Te Tikanga o te Agentic Pentest
Ko te rerekētanga nui ko te pairati takirua me te āpiha. Ka tūtohu te pairati takirua i tētahi mahi e whai ake nei, ā, ka whakahaerehia e te tangata. Ka whakahaerehia e te āpiha te whakahau, ka pānui i te putanga, ka whakatau i te mea hei mahi i muri mai, kātahi ka takahuri.
Ko te whakamātautau ā-ringa te tuarua o ngā mea. Ka whakatakoto te āringa i tētahi whāinga, ka herea ngā hikoinga maha ki reira, ā, ka whakamanahia mēnā he pono te pānga, kaua ki te ripoata i tētahi tūponotanga. Koinei te mea e wehewehe ana i a ia mai i tētahi matawai tawhito, e mura ana i ngā tirotiro e mōhiotia ana, e whakarārangi ana i te putanga mā te kaha, me tētahi pailate takirua, e neke tonu ana i te tere tangata.
Ko te mutunga iho he kapinga. Mā te matawai ka kitea he āhua werohanga te tawhā. Mā te whakamātautau ā-ringa ka mōhio koe ki te mea i tae atu.
Ngā Āhua e Whā o ngā Utauta Whakamātautau AI
Ko te nuinga o te whakapoauautanga o ngā kaihoko ka puta mai i te whakaaro kotahi tēnei wāhanga. E whā.
E rua ngā kōrero whai hua. Ko te nuinga o ngā whakahaere e hiahia ana ki te neke atu i te kotahi o ēnei, ā, tata kore tetahi e hiahia ana ki ngā mea e whā i te tau tuatahi. Ā, ko te āhua tuatoru anake ka puta tonu ngā kitenga, koia te mea e pai ana ki a DevSecOps, kaua ki te noho tahi.
Me pēhea te aromatawai i ngā taputapu whakamātautau AI
He tino mīharo ngā whakaaturanga o tēnei wāhanga. Koinei ngā pātai e whitu i ora tonu i te whakaaturanga.
| paearu | Te pātai hei pātai | He aha i wehewehe ai ngā kaihoko |
|---|---|---|
| Taunakitanga | Kei roto i tētahi kitenga te tono, te whakautu me te kawenga i whakamahia? | Ki te kore he taunakitanga, ka manatoko ā-ringa te tangata i mua i te pāngia e te hangarau. |
| Nga whakapae teka | He aha te mea ka tupu ki tētahi mahi tinihanga e kīia ana ehara i te mea tūturu? | He moemoeā noa iho ngā pūnaha āpiha. Ko te whakarōpūtanga i ngā taunakitanga anake te otinga tauine. |
| Te wāhi e rere ana | Kei roto i tō hanganga, kei waho rānei ō waka i te hanganga? | Ka whakakorehia ngā mea kapua-anake e ngā tono ā-roto me ngā whenua whakahaere. |
| Kapinga kua whakamanahia | Ka taea te whakamātautau i muri i te login, me te whakahou tohu? | Ko te nuinga o ngā arorau pakihi kei muri i te manatoko. Ka ngaro i ngā matawai kāore i manatokohia. |
| Pipeline uru | Ka oma i roto i te CI, ā, ka rahua te hanga, i roto rānei i te papatohu anake? | Ko te taputapu e hiahia ana ki tētahi hei takiuru, ka whakahaerehia i ia toru marama, ehara i te mea tonu. |
| Te haehae | E hono ana ngā kitenga wā-oma ki ō kitenga tūmau me ō kitenga whakawhirinakitanga? | He tohu kaha ake te kitea o te wā oma e ōrite ana ki tētahi mea pumau i te pito mutunga kotahi. |
| Tukunga whakatikatika | Ka tae mai te kitenga me te whakatikatika, me te mahi kāinga rānei? | Ka tūturu noa ngā kitenga ina whakaaetia e te hangarau. |
Ko ngā taputapu whakamātautau ā-ringa whakamutunga e toru ngā wāhi e ngoikore ai te nuinga o tēnei wāhanga. Ko ngā taputapu whakamātautau ā-ringa takitahi ka whakaputa i ngā kitenga pai ki roto i tētahi papatohu motuhake, ā, ko tētahi papatohu motuhake he rarangi tuawhā kāore he tangata e aromatawai.
Ngā Mea Kāore e Taea e te Agentic Pentesting te Mahi
He mea tika kia kīia mārama, nā te mea he whānui te āputa i waenga i te paearu me te hanga.
E whakaatu ana ngā paearu kua whakaputaina i te hekenga nui mai i te taiwhanga ki te tūturu: he tino pai te mahi a ngā kaihoko ki ngā wero kua whiriwhiria me ngā whakaahuatanga e wātea ana, kātahi ka whakaoti i tētahi wāhanga iti o ngā CVE tūturu i roto i ngā paearu tuwhera. Ka whakaaro pohehe hoki ngā pūnaha motuhake ki ngā mahi tinihanga, ā, ko te whakatau i tētahi raruraru i pūrongohia maia engari kāore i tupu he nui ake te whakawhirinaki i te kitenga i ngaro.
Kāore anō kia nekehia te whakaaetanga ture. Me whai tikanga tangata tonu, me whai kaiwhakamātautau whai tohu hoki te PCI DSS 4.0. Ka whakawhānuihia te kapinga o te whakamātautau Agentic puta noa i te tau. Kāore e tangohia te tangata e haina ana.
Ko te tauira whai hua mō te tau 2026 ko te wehewehe i te mahi. Kei ngā kaihoko te whānuitanga me te kapinga tonu. Kei te tangata te whakatau, te whakamana me te whakaae.
Taunakitanga, Ehara i te Whakatau
Xygeni DAST Ka whakamātautau i ngā tono me ngā API e whakahaere ana mai i waho, i ia hanganga, kaua i te kotahi i te hauwhā. Kei ia kitenga te kaha, te whakarōpūtanga CWE, te kawenga e whakamahia ana, te pito whakamutunga e pāngia ana, me te tono HTTP katoa me te urupare, kia taea ai e te kaiwhakawhanake te mahi i runga i taua mea kaua ki te manatoko anō. Ka hipokina e ia ngā tono tukutuku tuku iho, ngā tono whārangi-kotahi, ngā API REST mai i te whakaahuatanga OpenAPI, GraphQL mā te kaupapa, mā te tirotiro rānei, SOAP, me ngā kohinga Postman, me te whakamātautau manatoko mā te puka. login, ngā tohu kaipupuri, te tuku kupuhipa OAuth2 me te whakahou, me ngā tiwhikete kiritaki.
Ka oma i te wāhi e oma ai ō taupānga. Kotahi te ipu, raina whakahau anake, kāore he GUI, kāore hoki he takawaenga hei whakatakoto, i roto i tō ake kapua, i roto rānei on-premises, tae atu ki te āputa hau. Koinei te mea e taea ai te toro atu ki ngā tono ā-roto kāore e whakaatuhia ki te ipurangi, kāore he mea e tuwhera ana ki tētahi ratonga o waho. Mō tētahi kaihoko Pākehā i raro i te NIS2, DORA, ENS rānei, koinei te pātai tuatahi, ehara i te mea whakamutunga.
Te Whakamātautau AI rere ana i runga i ngā taunakitanga i runga i te tono mō te kitenga kotahi, i te nuinga rānei puta noa i te matawai, kia whaiti ai te putanga ki ngā mea e whakawehi ana i te whakaputanga kaua ki te tae mai hei rārangi taumaha papatahi. Ka hono ngā kitenga puta noa i te DAST, Haumarutanga API, a SAST, ā, ka tau ki te tauira mōrearea ōrite ki ngā mea katoa e whakahaeretia ana e koe, tae atu ki ngā kitenga i tangohia mai i ngā taputapu kāore koe e whakakapi ana.
Ko te kōrero whakamutunga ko te tautohe arumoni i roto i te rārangi kotahi. Ko te nuinga o ngā taputapu whakamātautau AI ka hoatu he rarangi pai ake. Ko te uara kei roto i te whai i tētahi.
Whakamātauria ngā Wiki Rima Tekau Kāore Koe e Whakamātauria Ana
Nā te whakamātautau ā-tau i whakaatu ki a koe te mea pono i roto i ngā wiki e rua. Ko te pātai e tika ana kia whakautua inaianei ko te mea pono mō te hanganga i tukuna e koe i tēnei ata, me te mea i muri mai.
Ka whakamātautau tonu a Xygeni i ngā tono me ngā API e whakahaere ana, i roto i tō ake hanganga, me te tono me te urupare e piri ana ki ia kitenga me te AI Triage i runga i taua taunakitanga kaua ki te tapanga kino. Ka tau ngā kitenga ki roto i te tauira mōrearea kotahi me tō waehere, whakawhirinakitanga, me pipeline ngā kitenga, tae atu ki ngā mea i horomia mai i ngā taputapu kāore e whakakapia ana e koe.
Whakatakotoria he demo kia kite i tōna rerekētanga ki tō ake taiao.
FAQ
He aha ngā taputapu whakamātautau AI?
Ngā taputapu whakamātautau haumarutanga e whakamahi ana i te AI hei kimi me te whakamana i ngā ngoikoretanga ka taea te whakamahi, mai i ngā pairati takirua e whakateretere ana i te kaiwhakamātautau tangata ki ngā kaihoko motuhake e mekameka ana i ngā hikoinga ki tētahi whāinga me te kore he ahunga mō ia hikoinga.
He rite tonu te whakamātautau ā-ringa ki te whakamātautau aunoa?
Kāo. Ka tere ake te whakahoki aunoa i tētahi tukanga kua tautuhia. Ka whakaarohia e te whakamātautau pene a Agentic he aha te mea hei whakamātau i muri mai i runga i te mea i whakahokia mai e te taahiraa whakamutunga, koia te take e tae atu ai ki ngā kitenga kāore e taea e tētahi tuhinga kua whakaritea.
Ka taea e ngā taputapu whakamātautau AI te whakakapi i te whakamātautau werohanga tangata?
Ehara i te mea e hiahiatia ana he whakamana e te kaiwhakahaere, ehara hoki i te mea mō te mahi auaha. Ka whakakapia e rātou te whakaaro ka rua ngā whakamātautau i te tau.
Me pēhea te uru atu o ngā taputapu whakamātautau AI ki roto CI/CD?
te pipelineKa rere te āhua -taketake hei ipu i roto i tētahi pūnaha CI, me te paepae kaha e kore e angitu te hanga. Ko ngā āhua kē atu ka rere ki ngā taiao kua whakatinanahia i runga i tā rātou ake kaupapa.
He aha te mea me hoko tuatahi e te tīma hokohoko waenga?
Whakamātautau wā-haere tonu, i te nuinga o te wā. Ka hipokina e ia ngā wiki kāore e taea e te mahi ā-tau, ā, ka puta he taunakitanga ka taea e tō tīma o nāianei te mahi me te kore he tatau hou o ngā kaimahi.
