Kei te hurihia e te Agentic AI te huarahi e hangaia ai, e whakamatautauria ai, e tiakina ai hoki te pūmanawa. He rerekē ki ngā tauira tuku iho e aro ana ki te kotahi te tohu, ka mahi motuhake ngā pūnaha Agentic AI. Ka mātakitaki, ka whakamahere, ka mahi, ka whakarerekē hoki i a rātou me te kore e tatari ki ngā tohutohu tika. Nō reira, ka taea e rātou te tuhi waehere, te arotake. pull requests, whakatika hapa, tae atu ki te whakahaere i ngā mahi e tukuna ana ki ngā kaiwhakawhanake. Kei te akiakihia e tēnei panonitanga he hiahia hou ki Ngā kaihoko waehere AI me te tere o te tipu o ia mea nui Pūhara kaihoko AI.
Heoi, ka kawea mai e te mana motuhake he mōrearea hou. Ka taea e te kaihoko kore-mana te whakamahi hē i ngā taputapu, te whakaatu i ngā mea ngaro, te whakarerekē hē i ngā kōnae, te whakamahi rānei i ngā whakapainga whakawhirinakitanga morearea. Nō reira, he mea nui ki ngā tīma DevSecOps me AppSec te mārama ki te whanonga o te AI kaihoko, te mahi a ngā kaihoko AI i roto i ngā rerengamahi tūturu, me te whakatinanatanga o te haumaru e ngā tūāpapa kaihoko AI.
E whakamārama ana tēnei aratohu i te mahi a te AI ā-ringa, tōna urutau ki ngā tukanga hangarau o ēnei rā, me pēhea te tiaki i a ia i ia wāhanga o te huringa ora o te pūmanawa.
He aha te Agentic AI?
Agent AI e pā ana ki ngā pūnaha AI e mahi ana me tētahi whāinga, ā, ka taea te mahi takitahi hei whakatutuki i taua whāinga. Engari i te matapae noa i ngā tuhinga, ka whakahaerehia e te pūnaha ngā mahi maha-taahiraa, ka karanga i ngā taputapu o waho, ka tuhi me te whakatika i te waehere, ka arotake i ana ake hua, ā, ka haere tonu kia oti rā anō te mahi.
Ngā āhuatanga matua o te AI ā-ringa
- Whēkau e aro ana ki te whāinga
- Te whakaaroaro me te whakamahere maha-taahiraa
- Te whakamahinga taputapu motuhake (anga, API, ētita, whakamātautau)
- Ngā porowhita whakatikatika-ā-roto me te whakaata
- Ngā rerengamahi roa, kāore he tirotiro a te tangata
Heoi anō, mā ēnei pūkenga ka nekehia te AI mai i te "āwhina" ki te "kaiwhakaari." Nō reira, ka puta he kawenga hou mā ngā tīma hangarau nā te mana motuhake. Nō reira, me whai whakaaro ki te haumaru mai i te tīmatanga, inā koa ka taunekeneke ngā kaihoko ki te waehere, ki te hanganga, ki ngā rerengamahi whakaputa rānei.
Pūnaha AI Āpiha me te Pūnaha AI Tuku Iho
| Āhuahira | AI tuku iho | Agent AI |
|---|---|---|
| Ngā pāhekoheko | Tohutohu → Putanga | Te whakatinanatanga maha-taahiraa |
| Te mana motuhake | kahore | Āe |
| Whakamahinga Utauta | Whakamutunga | Te āheinga matua |
| State | Kaha | Mōhio ki te kāwanatanga |
| Taumata Whakatemeke | He āhua | Teitei (e whakahaere ana i ngā mahi tūturu) |
Ehara a Agentic AI i te LLM nui ake. He pūnaha i hangaia hei do ngā mea, ehara i te mea ko mea mea.
Te Mahi a ngā Kaihoko AI (He Mārama te Whakamārama mō te Huringa Kaihoko)
Ka whai ia kaihoko AI i te huringa kotahi:
He aha te tikanga o tenei mahi
Mā te porowhita whakahaere ka taea e te pūnaha AI te neke i ngā mahi i ia taahiraa. Hei whakamārama, he mahi motuhake tā ia wāhanga:
- mātakitaki(): pānuihia te taiao, kohikohia ngā rangitaki, tirohia ngā kōnae
- mahere(): te hanga i tētahi huinga o ngā mahi ka taea te mahi
- mahi(): karangahia ngā API, whakahaere i ngā whakahau, whakarerekē i te waehere, whakahou rānei i ngā raraunga
- whakaata(): tirohia te putanga, tātarihia ngā hapa, ā, whakatauhia te mahi e whai ake nei
Nā te mea ka pūmau tonu tēnei huringa kia tutuki rā anō tētahi whāinga, ka taea e te kaihoko te taunekeneke me ngā taputapu i ngā wā maha, i ngā wā rau rānei. Nō reira, ka taea e ngā hapa iti te whakaputa pānga nui.
Te Agent AI i roto i te Whakawhanaketanga Pūmanawa
Kei te tino hōhonu ake te whakarerekētanga o te tukanga hangarau e te Agentic AI i ngā taputapu whakaoti waehere. Engari mō te whakaaro noa i ētahi rārangi, ka taea e te kaihoko te:
- Tuhia ngā āhuatanga maha-kōnae
- Te whakaputa i ngā whakamātautau me te whakatika i ngā mea i rahua
- arotake pull requests
- Tāutuhia ngā ngoikoretanga
- Ngā turanga waehere tawhito whakahou
- Whakapai ake i ngā whakawhirinakitanga
- Whakahoutanga tuhinga
- Whakaritea CI/CD mahi
Koinei te wahi Ngā kaihoko waehere AI haere mai.
Kaihoko Waehere AI: Me pēhea te Tuhituhi, te Whakatika, me te Arotake i te Waehere e ngā Pūnaha Motuhake
An Kaihoko waehere AI he pūnaha motuhake e pānui ana i te waehere, e tuhi ana i ngā huringa, e whakahaere ana i ngā whakamātautau, ā, e whakarerekē ana i tana rautaki i runga i ngā hua. He rerekē ki te kaiawhina waehere tuku iho e tatari ana mō te tohu, ka hangaia e te kaihoko waehere AI tana ake mahere, ā, ka haere tonu te mahi kia oti rā anō te mahi.
Ngā mahi ka taea e te kaihoko waehere AI te mahi
I roto i te mahi, ka taea e te kaiwhakahaere waehere te:
- Whakarerekētia ngā kōnae maha puta noa i tētahi putunga
- Whakahaerehia ngā whakahau pēnei i ngā whakamātautau, ngā hanga, ngā riipene rānei
- Whakatikahia ngā hapa whakahiato, ngā hapa whakahaere rānei
- Ngāna anō i ngā mahi i muri i te rahunga, ka whiriwhiri i tētahi ara haumaru ake
- Whakaarohia me te whakamahi i ngā papaki i runga i te horopaki o te kaupapa
- Waihanga pull requests aunoa mō te arotake
I tēnei wā, he maha ngā taputapu kua tautoko i tēnei whanonga, tae atu ki a Claude Code, Replit Agents, Cursor IDE, ngā API kaihoko hou a GitHub, me ngā toronga VS Code i hangaia mō ngā rerengamahi kaihoko.
painga
He mārama ngā painga o ēnei āheinga:
- Ngā whakahoutanga tere ake puta noa i te huringa whanaketanga
- He iti ake te mahi ā-ringa mō ngā mahi auau
- Ngā porowhita whakapai tonu e āwhina ana i ngā tīma kia tere ake te tuku
Ngā mōrearea haumarutanga (he mea nui mō AppSec)
Heoi, ka whakauruhia te mana motuhake ngā mōrearea hou. Hei tauira:
- Tērā pea ka whakamahia e te kaihoko ngā whakarerekētanga kōnae mōrearea
- Tērā pea ka rere te whakahau anga i te taiao hē
- Tērā pea ngā rangitaki tairongo leak secrettūpono
- Ka taea te tuhirua i ngā kōnae whirihoranga haumaru
- Tērā pea ka puta he hokinga whakamuri i ngā whakahoutanga whakawhirinakitanga
- Ka taea te whakamahi i te putanga tauira hē me te kore e whakamanahia
Nā te mea ko ngā kaihoko waehere mahi hei utu mo o awhina, e hiahia ana rātou ki te kaha guardrails, ngā whakaaetanga tino pakari, me te aroturuki tonu. Mā tēnei ka kore ngā painga o te AI ā-ringa e whakauru i ngā ngoikoretanga hou ki roto i te SDLC.
He aha te Pūhara Kaihoko AI?
An Pūhara kaihoko AI e whakarato ana i te wā whakahaere, te whakaritenga, me ngā paparanga haumaru e hiahiatia ana hei whakahaere pono i te AI ā-ringa. Ka whakahaere i te whakamahere, te mahara, te whakahaere taputapu, guardrails, me te whakahaere taiao kia taea ai e ngā kaihoko te whakaoti i ngā mahi maha-taahiraa. Arā, ko te pūnaha whakahaere e āhei ai te AI kaihoko ki te mahi i tua atu i te tohu kotahi.
He maha ngā tūāpapa matua kua tautuhi i tēnei wāhi. Hei tauira:
- API Kaihoko OpenAI
- LangGraph (LangChain)
- Ngā Kaihoko Google Workspace
- Ngā Kaihoko AI UiPath
- Ngā Kaihoko Replit
- Kaihoko AI n8n
He rite tonu te tauira whānui e whaihia ana e ēnei tūāpapa katoa, ahakoa he rerekē rawa ngā tauira haumaru.
Ngā mea e tika ana kia whakaratohia e tētahi tūāpapa kaihoko AI pai
Kei roto i tētahi tūāpapa pakari ngā kaupapa matua o te hangarau me ngā whakaaro mō te AppSec. Hei tauira, ko te tikanga he tūāpapa katoa e tuku ana i ēnei:
- taputapu: he anga pouaka onepu, ngā mahi kōnae, me te urunga API me ngā rohe whakaaetanga tino pakari
- Ngā kōwae whakamahere: Te waihanga i te rerenga mahi e whakahaerehia ana e te LLM ka taea te wehewehe i ngā whāinga ki ngā mahi ka taea te mahi
- Pūmahara: horopaki mō te wā poto me te wā roa hei tautoko i te whakatinanatanga maha-taahiraa
- Kaupapa here me guardrails: ngā tikanga whakamana e aukati ana i ngā mahi morearea me te whakawhāiti i ngā whanonga taputapu
- Te Tirohanga: ngā rangitaki, ngā tohu, ngā rerekētanga, me ngā aromatawai e whakamārama ana i ngā mahi a te kaihoko
- Putanga: te āheinga ki te tāruarua mō ngā wātū kaihoko, ngā rerengamahi, me ngā whirihoranga taputapu
Haunga ngā āhuatanga o te tūāpapa, ka whakaūhia e ngā aratohu whai mana te hiranga o te matapae me te whakahaere. Hei tauira, ko te NIST Anga Whakahaere Mōrearea AI e whakaatu ana i te whai i ngā pūnaha me te whakahaere hei mea matua i te wā e whakatinana ana i ngā pūnaha motuhake. Waihoki, ko te OWASP Ngā Tono LLM e 10 Pai rawa atu Ka tautuhi i ngā mōrearea noa i roto i ngā rerengamahi a te kaiwhakahaere, tae atu ki te whakamahinga taputapu kore haumaru, ngā whakaaetanga nui rawa, me ngā whirihoranga hē o ngā monomai.
Nā te mea he maha ngā tūāpapa e aro nui ana ki te aunoatanga, he maha ngā wā ka hiahiatia he parenga kaha ake e ngā tīma hangarau. He mea nui rawa tēnei ina whakaputa waehere te kaihoko, ina whakarerekē i ngā kōnae, ina taunekeneke rānei ki te CI me ngā pūnaha whakaputa. Nō reira, ko ngā kaupapa here, guardrails, ā, ko te whakahaere whakawhirinakitanga ka noho hei wāhanga nui o tētahi rerenga mahi AI haumaru a te kaiwhakahaere.
Ngā Whakamahinga AI Agentic mō te Hangarau me te DevSecOps
| kāwai | Agent AI Whakamahi Take |
|---|---|
| Hua Kaihanga | Hangaia ngā āhuatanga iti mai i te pito ki te pito Whakapai ake i te kounga o te waehere Whakaputa aunoa i ngā whakamātautau Whakaotia ngā TODO i roto i te horopaki Ngā API tuhinga me ngā wāhanga |
| Aunoatanga DevOps | Whakahaerehia ngā tirotiro i mua i te hanumitanga Ngā take whakawhirinakitanga ma Whakahaerehia ngā rerengamahi hanga Whakahōu haumaru i ngā whirihoranga CI |
| Aunoatanga AppSec | Whakatika SAST a SCA nga kitenga Whakawhāitihia ngā karanga taputapu mōrearea Kimihia ngā hononga haumaru kore Arotakehia ngā whakapainga whakawhirinakitanga Whakamanahia ngā kaupapa here i mua i te hanumitanga |
Ngā Mōrearea Haumarutanga AI Agent
te nuinga enterprise Kāore ngā tuhinga e kōrero mō te mōrearea. Heoi, mō ngā tīma hangarau me ngā tīma AppSec, koinei te wāhanga tino nui o te whakamahi haumaru i te AI ā-ringa. Kei raro nei, ka kitea e koe he whakamārama hangarau ake i runga i ngā whanonga tūturu i kitea i roto i ngā āringa motuhake.
1. Te Whakamahinga Hē o ngā Utauta (Anga, API, Pūnaha Kōnae)
Ka taea e te Agentic AI te whakahaere i te whakahau hē i te wā hē.
Hei tauira:
Ka whakahaerehia e te kaihoko waehere npm audit fix ki te "whakapai ake i te haumarutanga," engari kāore i te āta whakaarohia te whakapai ake i tētahi momo whakawhirinakitanga nui ki tētahi putanga pakaru. Ko te mutunga iho he motuhanga whakaputa.
Hei tāpiritanga, ka taea e te kaihoko te whakahaere i tētahi whakahau tātaritanga e tā ana i ngā taurangi taiao ki roto i tētahi rangitaki. Ka whakakitea ngā mea ngaro, ka whakawhānui hoki i te mata o te whakaeke.
Ka hono tēnei ki:
OWASP LLM05: Te Whakahaere Putanga Kore Haumaru
OWASP LLM11: Te Whakahaere Waehere Kore Whakamana
2. Te Whakamahi Kino i te Kī API
He whānui rawa ngā tohu e whakahaerehia ana e te nuinga o ngā kaihoko. Nō reira, ki te tukuna e te kī API te urunga tuhi katoa, ka riro i te kaihoko te mana kotahi. Ka hurihia e tēnei he whakahau hē hei whakarerekētanga puta noa i te pūnaha.
Ka hono tēnei ki:
OWASP LLM09: Te Mana Whakahaere Nui Rawa
3. Whirihoranga Hē o te MCP / API
He maha ngā wā ka noho mōrearea puku ngā hononga whirihora hē. Ina koa, ko te korenga o te manatoko pūtake i roto i MCP mā ngā whakaurunga API rānei ka taea e te kaihoko te uru atu ki ngā taputapu ā-roto, ki ngā pātaka ngaro tairongo rānei.
Ka hono tēnei ki:
OWASP LLM03: Te Whakahaere i te Monomai/Toronga Kore Haumaru
4. Ngā Whakapai Ake i te Whakawhirinakitanga me te Kore Manatoko
He maha ngā wā ka whakahou ake ngā kaihoko i ngā whakawhirinakitanga nā te mea "kei te wātea he putanga hou."
Heoi, ehara i te mea he haumaru ngā putanga hou katoa.
Koinei te wahi Te whakatauranga EPSS, te taea te toro atu, a Mōrearea Whakaora kia arohaehae:
- E whakaatu ana te EPSS i te tūponotanga ka whakamahia kinotia tētahi ngoikoretanga
- Ka tirohia e te Reachability mēnā kei te rere tonu ngā ara waehere ngoikore
- Mā te Mōrearea Whakatikatika ka tautuhia mēnā ka puta he whanonga pakaru i tētahi huringa putanga
Ki te kore ēnei arowhai, ka noho morearea, ka kore hoki e taea te matapae te mana motuhake o ngā kaihoko.
5. Ngā Porowhita Mutunga Kore, Kore Here rānei
Ka taea hoki e ngā kaihoko te whakauru i ngā takahuri e rere tonu ana. Hei tauira, ka taea e te takahuri te:
- Ngā karangatanga API Pāme
- Mukua me te tuhi anō i ngā kōnae i ngā wā katoa
- Te whakawhāiti i te tere whakaoho, te motu rānei
- Ngā rangitaki waipuke me ngā raraunga tairongo
Ka hono tēnei ki:
OWASP LLM02: Te Whakapaunga Rauemi Kore-Rohe, Kore-Mana rānei
Heoi anō, he maha ngā wero haumarutanga e puta mai ana i ngā pūnaha āpiha ka puta mai anō hoki i roto i ngā mahi haumarutanga AI whānui. Mō tētahi tirohanga whānui o ēnei turanga, ka taea e koe te pānui i tā mātou aratohu mō Haumarutanga Ipurangi AI me pēhea hoki te whakaiti a ngā tīma hou i ngā mōrearea e ahu mai ana i te tauira.
Hoahoa AI Agent
| Apa | tūnga | tauira | tūponotanga |
|---|---|---|---|
| LLM | Whakaaroaro | GPT, Claude, Gemini | Ngā moemoeā, ngā mahere mōrearea |
| Wā Whakahaere o te Kaihoko | Porowhita mana motuhake | LangGraph, ReAct | Ngā koropiko mutunga kore, te whakamahi hē i ngā taputapu |
| Ngā Utauta me ngā API | kawenga | Ngā taputapu Shell, Git, Databases, CI | Te tukino i te kī API, te whakanui ake i te mana |
| Pūtake waehere | Ngā kōnae kaupapa | Ngā kōnae pūtake, ngā kōnae whirihoranga | Ngā whakatika hē, ngā whakahekenga |
| CI/CD | Tukunga | GitHub, GitLab, Jenkins | Ngā hanumitanga kore haumaru, te mawhiti o te taiao |
Te Whakapūmau i te Agentic AI i roto i te DevSecOps
Ko te whakamahi haumaru i te AI ā-ringa me whai rautaki paparua. Nō reira, me whakakotahi ngā tīma guardrails, te whānuitanga o ngā whakaaetanga, te whakahaere haumaru o te whakawhirinakitanga, me te aroturuki tonu kia mau tonu te mana motuhake.
1. Guardrails
Guardrails whakarato i te paparanga tuatahi o te tiakitanga. Hei tauira, ka tautuhia e rātou:
- Ngā taputapu kua whakaaetia
- Ngā pūtake kua whakaaetia (MCP)
- Ngā ture whakamana tāuru
- Te horoinga putanga
- Whānuitanga urunga kōnae
Guardrails me whakahaere ngā mea e rua rohe a in CI/CD.
2. Te Whānuitanga Whakaaetanga
I tua atu ki te guardrails, ka whakawhāitihia e te whānuitanga whakaaetanga te mea ka taea e te kaihoko te toro atu. Hei tauira:
- Ngā tohu poto te ora
- Te kaupapa o te mana iti rawa
- Ngā horopaki pānui-anake mō te nuinga o ngā mahi
3. Te Whakahaere Haumaru i te Whakawhirinakitanga
I mua i te whakapai ake a ngā kaihoko i ngā whare pukapuka, me:
- Tirohia EPSS
- Arotakehia te taea te toro atu
- Whakahaere Mōrearea Whakaora
- Ārai i ngā huringa pakaru
Koinei tētahi o ngā mōrearea e warewarehia ana.
4. Te Aroturuki Tonu
Hei whakamutunga, mā te kaha o te tirotiro ka mau tonu te mana motuhake. Me whai ngā tīma i:
- Ngā mahi a te kaihoko
- Ngā whakatika kōnae
- Ngā karanga taputapu
- Ngā rangitaki me ngā rerekētanga
- Ngā mea whakaoho kaupapa here
- Te waihanga PR
Ki te kore e kitea, te mana motuhake ka huri hei raruraru.
Me pēhea te whakahohe a Xygeni i te AI Haumaru
Ka tere ake te whanaketanga me te mana motuhake mā te Agentic AI, engari ka nui ake hoki te hiahia mō ngā rohe mārama. Hei tautoko i tēnei nekehanga, Xygeni tāpirihia ngā mana whakahaere haumaru tika ki roto i te SDLC kia taea ai e ngā tīma te whakamahi i te AI ā-ringa me te kore e whakarērea te pumau, te whakawhirinaki rānei. Ka hangai ia āheinga ki te āhua o te mahi a ngā kaiwhakawhanake, ka waiho te haumaru hei wāhanga o te tukanga mahi, kaua hei taahiraa tāpiri.
Guardrails
Guardrails whakarato i te whakatinanatanga o ngā kaupapa here puta noa i ngā putunga, pull requestsCI pipelinengā taiao ā-rohe me ngā taiao ā-rohe. Hei tāpiri, ka āwhina rātou ki te whakarite kia mahi ngā kaihoko i roto i ngā rohe kua tautuhia, ā, kia karohia hoki ngā mahi ka puta ai he hokinga whakamuri, ka whakaatu rānei i ngā raraunga tairongo.
Pūmanawa Xygeni
Ka kawea mai e te Xygeni Bot te whakatikatika aunoa ki roto i te tukanga whakawhanake me te pupuri tonu i roto i ngā whakaaetanga tino pakari.
- Ka mahi mā Git
- Ka waihanga pull requests aunoa
- Whai i ngā ture urunga kua whakawhāitihia
- Kāore rawa e whakahaere i ngā ara i waho i whakaaetia
Nā reira, ka mau tonu te mana whakahaere a ngā kaiwhakawhanake me te whakaiti i ngā mahi ā-ringa.
Whakatikatika Aunoa AI me ngā Tauira Kaihoko
Ko ētahi tīma e hiahia ana kia tiakina katoatia te waehere pūtake. Nā konei, ka tautoko a Xygeni i ngā tauira AI e whakaratohia ana e te kiritaki. Ka hono tika te CLI ki te tauira kua whirihorahia kia taea ai e ngā whakahaere te whakamahi i ngā whakatikatika i hangaia e te AI me te kore e tuku raraunga ki waho o tō rātou taiao.
Te Mōrearea me te Āheitanga ki te Whakaora
Ka taea e ngā whakahoutanga whakawhirinakitanga te noho mōrearea, inā koa ka mahia motuhake. Ka arotakehia e te Risk Whakaora ko ēhea putanga he haumaru ki te whakamahi, ko te Reachability ia e tautuhi ana mēnā ka taea te whakaoho i tētahi ngoikoretanga. Mā ēnei āhuatanga ka whakaitihia ngā hokinga whakamuri me te tautoko i ngā whakahoutanga haumaru ake e whakahaerehia ana e te kaihoko.
Ina whakakotahihia ēnei āheinga, ka hoatu he tūāpapa mahi ki ngā tīma mō te whakamahi i te AI ā-ringa, me te pupuri tonu i te mana whakahaere o te kounga waehere, te pono, me te haumarutanga.
Ngā Pātai Auau: Agentic AI
He aha te AI ā-ringa?
Agentic AI is a type of artificial intelligence that can plan, act, and complete multi-step tasks autonomously using tool calls and structured reasoning. In fact, it can operate through several steps without waiting for new instructions.
He aha ngā kaihoko AI?
Ka whai ngā kaimahi AI i tētahi porowhita tirotiro, whakamahere, mahi, me te whakaata. Nō reira, ka taea e rātou te wawahi i ngā whāinga, te whiriwhiri i ngā mahi, me te whakarerekē i ā rātou whanonga me te iti noa o te aratohu.
He aha te kaiwhakahaere waehere AI?
Ka tuhi, ka whakatika, ka whakamātautau, ka arotake hoki te kaiwhakahaere waehere AI i te waehere, me te whakarerekē i tana huarahi i runga i ngā hapa, i ngā urupare rānei. Heoi anō, ka taea e ia te whakamātau anō i ngā mahi me te whakapai ake i tana mahere i ia huringa.
He aha te tūāpapa kaihoko AI?
Ka whakaratohia e te tūāpapa kaihoko AI te whakaritenga, te pouaka onepu, te mahara, me ngā whakaurunga taputapu e hiahiatia ana hei whakahaere haumaru i te AI kaihoko i te tauine. Hei tāpiri, ka whakaratohia guardrails me te āta tirotiro kia mau tonu ai te matapae i ngā mahi.
He haumaru te AI ā-ringa?
Ka taea te haumaru o te Agentic AI ina honoa ki guardrails, ngā whakaaetanga kua whakawhāitihia, te whakahaere whakawhirinakitanga, me ngā mana whakahaere AppSec kaha. Nō reira, he mea nui te whakawhāiti i ngā mea ka taea e ngā kaihoko te uru atu, te whakarerekē rānei, mō te whakamahinga haumaru.
Ngā Whakaaro Whakamutunga: Te Hoahoa o te AI Haumarutanga o te Kaiwhakahaere
He tohu nui te Agentic AI i te mahi a ngā tīma pūmanawa. Ka whakapai ake i te hua o ngā kaiwhakawhanake, ka aunoa i ngā mahi uaua, ā, ka whakauru i ngā huarahi hou hei whakahaere i ngā rerengamahi. Heoi anō, ka tāpirihia mai hoki e te mana motuhake te kawenga. Ka taea e ngā kaihoko te tuhi waehere, te whakarerekē i ngā whirihoranga, te whakahohe rānei i ngā hanganga, nō reira me whakauru te haumaru ki roto i te tukanga mai i te tīmatanga.
Heoi anō, ko te whāngaitanga haumaru e whakawhirinaki ana ki ngā rohe e taea te matapae. Mā te tāpiri i te guardrails, te whakahaere putanga, ngā tirotiro wā-oma, me te whakatikatika aunoa, ka taea e ngā whakahaere te whakamahi i te AI ā-ringa me te māia. Ehara i te mea ko te whakawhāiti i te āringa te whāinga, engari ko te whakarato i te hanganga e hiahiatia ana hei whakahaere haumaru me te pumau.
Nā reira, ka noho te AI ā-ringa hei hoa mahi whai hua, hei hoa pono hoki. Hei tāpiri, ina whakahaerehia ēnei mana whakahaere i roto i ngā rerengamahi kotahi e whakamahia ana e ngā kaiwhakawhanake, ka tere ake ngā tīma me te kore e piki ake te mōrearea.
Hei whakarāpopototanga, me Xygeni's ASPM ngā āheinga kua whakauruhia puta noa i te waehere, pipelineme ngā rerengamahi a te kaihoko, ka tautoko te AI a te kaihoko i ngā whāinga hangarau me te tiaki i te SDLC pito ki te pito.
Mō te Kaituhi
tuhituhia e Fatima Said, Kaiwhakahaere Hokohoko Ihirangi he tohunga ki te Haumarutanga Taupānga i Haumarutanga Xygeni.
Ka waihangahia e Fátima ngā ihirangi rangahau-ā-kaiwhakawhanake i runga i te AppSec, ASPM, me DevSecOps. Ka whakamāori ia i ngā ariā hangarau uaua ki ngā māramatanga mārama, whai hua hoki e hono ana i te auahatanga haumarutanga tukutuku me te pānga pakihi.
