Me pēhea te whakamahi i te AI whakaputa i roto i te haumarutanga ipurangi, ka whakakapia rānei te haumarutanga ipurangi e te AI, te whakaora haumarutanga ipurangi

Me pēhea te whakamahi i te Generative AI i roto i te haumarutanga ipurangi?

1. Kupu Whakataki: He aha te AI i roto i te Haumarutanga Ipurangi e Nui Atu Ana i te Whakahīhī

Kei te tere te whakarerekētanga o te mahi a ngā tīma haumarutanga e te Generative AI. Heoi anō, he tokomaha tonu e pātai ana i ngā pātai nui: Me pēhea te whakamahi i te AI whakaputa uri i roto i te haumarutanga tukutuku, ā, he mea nui ake, ka whakakapia te haumarutanga tukutuku e te AIMō te nuinga o ngā tīma, ko te uara nui rawa atu kei roto i te whakaora i te haumarutanga tukutuku, te wāhi e tere ake ai ngā whakatikatika a te AI, e whakaiti ana hoki i te ngenge mataara puta noa i ngā mahi hou pipelines.

E ai ki Te Rārangi Mātauranga Tūkino a IBM mō te tau 2024, 42% o ngā whakahaere kua whakamahi kē i te AI i roto i ā rātou rerengamahi SecOps. Nō reira, kāore te AI e whakamātautauhia ana. Kua uru kē ki te puranga haumarutanga. Heoi anō, he mea morearea te whakawhirinaki noa ki a ia. Ko te waehere whakaarokore, ngā hanganga pakaru, me te horopaki kāore i te māramahia ka arahi ki ngā ngoikoretanga hou, kaua ki te whakaoti i ngā ngoikoretanga o mua.

Koia te take i pērā ai ngā papaaho Whakatika Aunoa Xygeni tangohia he huarahi haumaru ake. Mā te whakakotahi i te AI whakaputa me te tātaritanga whakamahi, te kimi i te taea te toro atu, me te whakatinanatanga kaupapa here, ka tukuna e Xygeni ngā whakatikatika e tere ana, e pono ana hoki. Arā, ka pai ake te mahi a te AI ina mahi tahi me guardrails, ehara i te whakapae noa iho.

2. Ngā Mea Ka Taea e te AI Whakaputa i roto i te Haumarutanga Ipurangi

Mena kei te maere koe Me pēhea te whakamahi i te AI whakaputa uri i roto i te haumarutanga tukutuku, koinei te wāhi e whai hua ai. Engari i te whakakapi i ngā kaitātari, i ngā ngā, ka whakarei ake i te huarahi e kitea ai, e whakarōpūtia ai, e whakatauhia ai hoki e ngā tīma ngā take, inā koa ka whakamahia me ngā here tika.

Whakamahia te Take Te Āwhina a te AI Whakaputa
Te Whakaora i ngā Mea Ngaro E whakaaro ana ki ngā ara whakakore me te hurihanga aunoa mō ngā mea ngaro kua hurahia pērā i ngā kī API me ngā tohu.
Whakatika Whakaputa Ka waihanga pull requests me te waehere haumaru hei whakatau i te XSS, te weronga SQL, me ētahi atu ngoikoretanga.
Te Whakatakotoranga Kaupapa Here Ka whakaputa aunoa i te haumarutanga YAML guardrails a CI/CD ngā ture e hāngai ana ki tō taiao.
Whakamātautau Whakatūpato Whakarāpopoto i ngā matohi haumarutanga, ā, ka whakarōpūtia i runga i te āheinga ki te whakamahi kino, i te pānga pakihi rānei.
Te Kimi Pūmanawa Kino Ka tātari i te waehere huna, whakapae rānei, hei tautuhi i ngā tohu o te takahi ture i mua i te whakatinanatanga.

3. Ka whakakapia rānei te haumarutanga ipurangi e te hangarau mohio?

Kei te puta tonu mai tēnei pātai, ā, he take pai anō hoki. I te mea ka pai haere te AI ki te whakatika i ngā ngoikoretanga me te aunoa i te kimi i ngā tūmomo riri, he maha ngā tīma e pātai ana: ka whakakapia te haumarutanga tukutuku e te AI?

Ko te whakautu poto ko te kāo. Ahakoa kei te whakarerekē te AI whakaputa i te mahi a ngā tīma, kāore e taea te whakakapi i ngā mahi matua o ngā tohunga haumarutanga tukutuku. Engari, ka whakarei ake i ō rātou pūkenga.

Ina hoki, kei te whakamahi kē ngā kaiwhakaeke i ngā taputapu AI hei whakaputa i ngā pūmanawa kino maha-āhua, hei whakahaere aunoa i ngā īmēra hītinihanga, tae atu ki te hanga tuakiri rūpahu mō te hangarau pāpori. Nō reira, me whai AI ngā kaiwawao kia mau tonu ai.

Heoi, ehara i te mea he wero hangarau anake te haumarutanga tukutuku. Kei roto hoki i tēnei te hanga-tūponotangaciste hanga-ā-iona, te whakataurite pakihi, a hanganga tureKāore e taea e te Generative AI te whakatau mēnā kei te takahi tētahi papaki i ngā kaupapa here ā-roto, kei te pakaru rānei i ngā mahi nui. Kāore e taea te manatoko mēnā kei te tutuki i tētahi huringa ngā whakaritenga o ngā anga pēnei i NIS2 or DoraKo te mea nui, kāore e taea e ia te whakaae mō te mōrearea mō tō whakahaere.

Nō reira, ahakoa ka taea e te AI te āwhina i te kimi me te whakatika tere i ngā raruraru, ko te tangata anake ka taea te aromatawai mēnā he tika te whakatika. Me whakatau e rātou ko ēhea ngā mōrearea hei whakaiti, ko ēhea ngā kaupapa here hei whakatinana, me pēhea te whakataurite i te haumarutanga me te tere tuku.

Koinei tonu te take e āta whakamahi ai a Xygeni i te AI whakaputa. Ka aunoatia e ia ngā mea e tika ana kia aunoatia, engari i roto tonu i ngā kaupapa here e ārahihia ana. guardrails e whakaata ana i te ao tūturu DevSecOps nga mahi mahi.

Kei te hiahia koe ki te tūhura hohonu ake i te huarahi e whakatika ai te AI i ngā ngoikoretanga tūturu i roto i te waehere?

Akohia te āhua o tana mahi, ngā mea e whakatikahia ana, me te hiranga o te haumarutanga neke-maui

Panui e pa ana:

4. Te Wāhi e Hiranga ai te AI Whakaputa: Te Whakaora Haumarutanga Ipurangi

Ka taea e te nuinga o ngā taputapu haumarutanga te kite i ngā ngoikoretanga. Ko te wero tūturu ko te whakatika i aua ngoikoretanga, i te tauine nui, me te kore e whakaroa, me te kore e pakaru te whakaputanga. Koinei te wāhi e te whakaora i te haumarutanga tukutuku ka noho hei arai mō te maha o ngā tīma DevSecOps.

He māmā noa iho te ahua o te whakatika i tētahi ngoikoretanga, engari i roto i te mahi, ko te whakarōpūtanga, te tātari horopaki, te whakarerekētanga waehere, te whakaae, me te whakatinanatanga. Ina pāngia ngā kaiwhakawhanake e ngā take maha, tae atu ki ngā rau, ka whakaroahia e tēnei tukanga mahi ā-ringa ngā mea katoa. Ka āwhina te AI ki te whawhai ki te ngenge haumarutanga mā te whakaiti i te whakarōpūtanga auau me te tuku whakaaro arotahi, kua rite ki te whakatika. Heoi anō, he onge te whakatika i ngā mea katoa i te mahi tika.

Koinei tonu te waahi ka tiaho te AI whakaputa uri. Engari i te whakaatu noa i ngā raruraru, ka taea e ia te tūtohu i ngā otinga. Ā, he mea nui ake, ka taea e ia te whakaputa i ngā whakatikatika taumata-waehere e ōrite ana ki te reo, te hanganga, me te momo o tō tono. Mā tēnei ka huri te kimi hei mahi, i roto tonu i tō pipelines.

Heoi, he mōrearea te aunoatanga me te kore e whakatau i ngā kaupapa matua. Hei tauira, mā te whakamahi matapōkere i ngā papaki ka pakaru pea ngā API, ka puta he hokinga whakamuri, ka huri rānei i te mahi. Koia te take kei roto hoki i ngā taputapu whakaora pai rawa atu e ārahihia ana e te AI tātaritanga āheinga, te whakatauranga whakamahi, a te whakatinanatanga o ngā kaupapa here. Mā ēnei tātari ka taea e ngā tīma te arotahi ki ngā take tino nui anake.

I te poto, te whakaora i te haumarutanga tukutuku Mā te whakamahi i te AI whakaputa ka taea te whakamahi, engari mēnā ka honoa ki te horopaki hohonu me ngā mana whakahaere atamai. Koinei te tauira e whaihia ana e Xygeni.

Hei muri mai, ka tirohia e tātou me pēhea te Whakatika Aunoa Xygeni e whakaora ana i tēnei huarahi.

5. Ruku Hōhonu: Xygeni AutoFix me te AI

Tākarohia te Ataata mō te Whakamahinga o te AI Whakaputa i roto i te Haumarutanga Ipurangi, ka whakakapia rānei te haumarutanga ipurangi e te AI, te whakaora haumarutanga ipurangi

He puhoi, he auau, ā, he maha ngā wā ka puta he hapa i te whakatika ā-ringa i ngā ngoikoretanga. Kāore e hiahiatia ana e ngā kaiwhakawhanake te mōhio noa ki te mea i hē. Me whai whakatikatika tika rātou, i roto i te reo tika, kua whakamatautauria, ā, kua rite ki te hanumi. Koinei te wāhi e tukuna ai e Xygeni AutoFix te pikinga nui rawa atu i roto i te… te whakaora i te haumarutanga tukutuku.

Mena kua whakaaro koe Me pēhea te whakamahi i te AI whakaputa uri i roto i te haumarutanga tukutuku, he otinga tūturu te Whakatika Aunoa. Kāore e tohu noa i ngā take, engari ka whakatikahia mā te whakamahi i ngā tohutohu e mōhio ana ki te horopakicision, i roto tonu i tō rerengamahi whanaketanga.

Whakatika Tere. Whakatika Atamai. Kaua e Pakaru ngā Hanganga.

Ka tīmata a Xygeni AutoFix me te kitenga tino pono mai i tana SAST miihini. Ka tautuhia e ia ngā mea katoa mai i te werohanga SQL me te XSS ki ngā whirihoranga kore haumaru me ngā mea ngaro kua whakapūmautia. Heoi, kāore e ranea te kimi noa. Koia te take ka whakamahia e AutoFit he awa whakarōpūtanga i runga i:

  • Te haangaiKa karangahia rānei e te taupānga te mahi ngoikore i te wā whakahaere?
  • Te WhakamahingaKa taea e tētahi kaiwhakaari o waho te whakaoho i te raruraru, kāore rānei e taea te toro atu ki te ara whakaeke?
  • HoropakiKei te whakahaerehia te waehere i te wā whakaputa? He mahi pakihi nui tā te wāhanga?

Ka āwhina tēnei ki te whakakore i te haruru, me te arotahi ki ngā mea tino nui, arā, ngā take e tino morearea ana, e tika ana kia whakatikahia.

Kia tātarihia, ka whakamahia e AutoFit hanga AI ki te waihanga pull requests me ngā papaki haumaru, rite mō te arotake. Ehara ēnei i te wāhanga whānui. Ka whai i te reo, te hanganga, me te momo waehere o tō kaupapa. Ā, nā te mea kua hangaia kia rite ki tō tūnga mōrearea, ka taea te whakakotahi mā te maia, te arahi rānei mā roto i te arotake o nāianei. pipelines.

Ngā Mea Ka Taea e Ia te Whakatika

Ka hipokina e AutoFix ngā paparanga maha o ngā DevSecOps hou:

  • Waehere TonoNgā hapa werohanga, te motuhēhēnga pakaru, ngā tatau o muri kua huna
  • ngaroNgā kī API kua whakapūmautia, ngā tohu tuakiri i turuturu i roto i te hītori git, ngā whakaahua Docker rānei
  • CI/CD Tautuhinga: Ngā tuhinga mōrearea, ngā kaupae hanga kāore i tiakina, ngā utunga anga whakamuri
  • Ngā taunga: Ngā putanga ngoikore i tautuhia mā SCA me te kimi pūmanawa kino

Ka hono tika a AutoFix ki a GitHub, GitLab, Jenkins, me Bitbucket. Ko te tikanga ka taea e koe te tono te whakaora i te haumarutanga tukutuku i roto tonu i ō rerengamahi o nāianei, me te kore e whakararuraru i te tere o te whanaketanga.

Tāpiri: Te Whakaora Pūmanawa Kino me te Whakatikatika Aunoa

Ka ngaro i ngā matawai tuku iho ngā pūmanawa kino hihiri, ngā pūmanawa kino rānei kua hunaia. Heoi, ka hopukina ēnei whanonga e te pūnaha whakatūpato wawe a Xygeni i te wā tūturu. Ka taea e AutoFix te wehe aunoa, te tango rānei i ngā wāhanga kua pangia i mua noa atu i te taenga ki te hanga. Ka puta mai tēnei te whakaora i te haumarutanga tukutuku ki roto i te paparanga pūmanawa kino, kaua ko ngā ngoikoretanga tūmau anake.

Kei te whakaaro tonu koe mēnā ka whakakapia te haumarutanga tukutuku e te AI? E whakaatu ana a AutoFit ko te whakautu he kāo. Ka hoatu ki ngā tīma haumarutanga te mana ki te neke tere ake, ki te whakatika atamai ake, me te noho tonu ki te mana whakahaere, me te kore e whakauru mai i ngā mōrearea hou.

Ka whakangawarihia e ngā tīma haumarutanga ngā rerenga mahi whakatikatika, ka whakaiti i te ngenge o te mataara, ka pupuri hoki i te tere o te whanaketanga. Koinei te huarahi e noho ai te AI hei hoa pono, ehara i te mea hei herenga.

6. He aha te take e hiahia tonu ai te AI ki te tirotiro a te tangata

Ahakoa ngā hiahia AI tino tika guardrailsAhakoa ngā taputapu pēnei i a Xygeni AutoFix e hanga ana te whakaora i te haumarutanga tukutuku tere ake, atamai ake, whakaotinga whakamutungacisnō te tangata tonu ngā iona.

Kia mārama tātou: Ka taea e te AI te tuhi i tētahi papaki haumaru. Heoi, kāore e taea e ia te mārama i ngā wā katoa ki te horopaki pakihi o taua papaki. Hei tauira, tera pea:

  • Tangohia te takiuru hei whakakore i te hua teka, e pakaru ai te āheinga ki te mātakitaki i roto i te tukanga
  • Whakaarohia te horoi i ngā tāurunga kia noho hihiri tonu
  • Whakapai i tētahi tuhinga whakamātautau hei utu mō te pūwāhi whakauru tūturu

Ehara i te mea he take taha noa iho ēnei. He wāhi taupatupatu noa iho ēnei e hiahia tonu ai te whakaaro tangata ki te whakatikatika aunoa, ahakoa te matatau.

Ka taea e te AI te papaki waehere, engari kāore e taea te whakaae ki te mōrearea

I roto i ngā taiao whakahaeretia, ehara i te mea whiriwhiri te whakaae ki ngā mōrearea, engari he mea ka arotakehia. Hei tauira:

  • I raro i NIS2, me whakatinana, me manatoko hoki ngā whakahaere i ngā parenga puta noa i ā rātou mekameka tuku pūmanawa
  • Dora me tuhi e ngā hinonga pūtea ngā urupare ki ngā aituā, ngā wā whakatika, me te manawanui o te pūnaha

Kāore he tauira AI e taea te whakaae ki tēnā. Ko ngā kaiārahi haumarutanga anake ka taea te whakatau mēnā he rite te whakatikatika ki ngā mana whakahaere ā-roto, ngā SLA, me ngā paepae kaupapa here. Koia te take kāore a Xygeni e whakamahi noa i ngā papaki. Engari, ka hangaia he mana whakahaere mō arotake, whakaaetanga, a aroturukitanga tutuki i ngā whakaritenga, kia mau tonu ai te mōhio o te tangata ki ngā mea tino nui.

Hei tāpiri, kāore e tika kia whakatikahia aunoa ngā take katoa. Hei tauira, ka puta pea i te awa whakarite matua a Xygeni he take iti-mōrearea i roto i te waehere mate. I tēnei take, ko te de atamaicisKo tā te mahi he tuhi, ehara i te whakapiri.

I roto i te poto, ka taea e te AI te whakakore i te mahi taumaha o te whakaora i te haumarutanga tukutuku. Engari ko tāu rōpū haumarutanga tonu te whakatau i te wā, te wāhi, me te pēhea te mahi.

7. Whakatau Whakamutunga: Kaiurungi Tuarua, Ehara i te Whakakapinga

I tēnei wā, kua mārama kāore te AI whakaputa i konei hei whakakapi i ngā tīma haumarutanga tukutuku. Engari, ka āwhina te AI ki te whawhai i te ngenge haumarutanga mā te hoatu i ngā taputapu ki ngā tīma kia tere ake te neke, kia whakaitihia te ngenge, me te whakakore i ngā mahi e whakaroa ana i te ahunga whakamua o te haumarutanga tūturu. Ina honoa ki te horopaki hohonu me te kaupapa here guardrails, ka noho te AI hei hoa mahi mō te tuku pūmanawa haumaru.

Hei whakarāpopototanga, me whakautu tātou i ngā pātai matua:

  • Me pēhea te whakamahi i te AI whakaputa uri i roto i te haumarutanga tukutuku?
    Ka whakateretere i te kimi, te whakatika, te whakahaere i ngā mea ngaro, te whakatinana i ngā kaupapa here, me te whakarōpūtanga.
  • Ka whakakapia rānei te haumarutanga tukutuku e te AI?
    Kāo. Ka tautoko te AI i ngā tīma haumarutanga, engari kāore e taea e ia te whakaae ki ngā mōrearea, te whakatere i ngā ture, te mahi rānei i runga i ngā kaupapa matua pakihi.
  • He aha te whakamahinga tino whai hua i tēnei rā?
    Ma te kore e ruarua, te whakaora i te haumarutanga tukutukuKa āwhina te AI whakaputa ki te whakatika i ngā raruraru tūturu, kaua e puta noa i te mata.

ki te Xygeni, kāore koe e hiahia ki te whiriwhiri i waenga i te tere me te mana whakahaere. Mā te WhakatikaAunoa koe e āwhina ki te whakatau i ngā ngoikoretanga, ngā mea ngaro, ngā pūmanawa kino, me CI/CD ngā mōrearea ki muacisme te kore e whakaroa i tāu tīma, e whakararu rānei i te haumaru.

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