Kukonzanso kwa AI kwakhala nkhani yofunika kwambiri mu DevSecOps chifukwa vuto lenileni silikupezekanso. Masiku ano, magulu ambiri ali kale ndi ma scanner a ma code, zodalira, zinsinsi, zomangamanga, ndi CI/CD pipelineKomabe, kuzindikirika kokha sikuchepetsa chiopsezo.
Gawo lovuta ndi kusankha:
- Choyamba chokonza
- Momwe mungakonzere bwino
- Ndi mavuto ati omwe angayembekezere
- Momwe mungapewere kuchepetsa kutumiza
Magulu achitetezo sasowa machenjezo. M'malo mwake, alibe nthawi, zochitika, komanso njira zodalirika zochitira zinthu zofunika kwambiri.
Ndi komweko komwe Kukonzanso kwa AI amapanga phindu.
Kodi Kukonzanso AI mu DevSecOps ndi Chiyani?
Kukonzanso kwa AI kumatanthauza kugwiritsa ntchito makina ophunzirira ndi kusanthula momwe zinthu zilili kuti akonze momwe magulu amapangira patsogolo, kutsimikizira, komanso kukonza chitetezo mwachisawawa.
Mwa kuyankhula kwina, sikuti kungopanga ma patches okha, koma, ndi kukonza njira zothanirana ndi mavuto.cisma ion pa moyo wonse wa pulogalamu yopanga mapulogalamu.
Njira zochiritsira zachikhalidwe nthawi zambiri zimatsatira izi:
- Dziwani
- Kuyesa
- Perekani
- Konzani
- Tsimikizani
M'malingaliro, zimenezo zikumveka zosavuta. Komabe, malo amakono nthawi zambiri sachita zinthu mwaukhondo chonchi.
Zomwe zapezeka zimapezeka nthawi imodzi kuchokera:
- SAST zida (zofooka za ma code)
- SCA zida (zoopsa zodalira)
- Zojambulira zachinsinsi
- IaC kufufuza
- CI/CD zowongolera chitetezo
Zotsatira zake, kuchuluka kwa ntchito zomwe zatsala kumakula mofulumira kuposa momwe magulu angachitire. Opanga mapulogalamu amakhala odzaza ndi zinthu zambiri. Pakadali pano, magulu achitetezo amabwereranso ku funso lomweli:
Kodi n’chiyani chomwe chiyenera kuganiziridwa pakali pano?
Chifukwa Chake Ntchito Zachikhalidwe Zokonzanso Zimaletsa Kukula
Njira zambiri zochiritsira zimasokonekera pazifukwa zitatu.
Choyamba, amadalira kwambiri njira yoyezera anthu omwe amayenda ndi manja.
Chachiwiri, amadalira kwambiri pa kuwerengera kwa kuopsa kokha.
Chachitatu, amaona kukonza ngati vuto la voliyumu m'malo mwa vuto la decisvuto la khalidwe la ayoni.
Kuopsa si chiopsezo. Kuchuluka kwa CVSS sikutanthauza kuti bizinesi ikukumana ndi mavuto mwachangu. Mosiyana ndi zimenezi, vuto lapakati pa ntchito yofunika kwambiri lingafunike kuchitapo kanthu mwachangu.
Motero, magulu samangolimbana ndi kuchuluka kwa osewera, koma amalimbana ndi kudzidalira.
Iwo amafunsa kuti:
- Ndi mavuto ati omwe angayembekezere bwino?
- Ndi njira iti yochiritsira yomwe ili ndi chiopsezo chochepa?
- Kodi kusintha kumeneku kudzabweretsa kusintha kwakukulu?
- Ndi njira ziti zothanirana ndi vuto la automation zomwe zili zotetezeka?
Kusamveka bwino kumeneku kumachedwetsa chilichonse.
Chifukwa chake, kukonza AI ndikofunikira osati chifukwa magulu amafunikira chinthu china, koma chifukwa amafunika thandizo kuchepetsa kusatsimikizika mkati mwa ntchito zenizeni zokonzanso.
Vuto la kukula kwa kukula ndi kapangidwe kake. Malinga ndi Gartner (2024), pofika chaka cha 2026, mabungwe omwe amaika patsogolo chitetezo chodziyimira pawokha komanso kuwonjezera luso la AI adzachepetsa nthawi yoyankha zochitika ndi 50% poyerekeza ndi omwe amadalira kwambiri njira zoyendetsera ntchito pamanja.
Chiyerekezochi chikutsimikizira mfundo yofunika kwambiri: zida zopezera deta zikuchulukirachulukira mofulumira kuposa mphamvu ya anthu yokonzanso deta. Chifukwa chake, mabungwe omwe amalephera kusintha njira zokonzanso deta amakhala pachiwopsezo chopeza zovuta zomwe sizinathetsedwe komanso ngongole zachitetezo.
Kukonza AI sikukhudza kusintha mainjiniya. M'malo mwake, ndi nkhani yokhudza kukulitsa deciskhalidwe la ma ion m'malo omwe ma hand triage sakugwirizananso ndi kuperekedwa kwa mapulogalamu.
| gawo | Kukonzanso Kwachikhalidwe (Manual) | Kukonzanso Koyendetsedwa ndi AI |
|---|---|---|
| Chitsanzo Choika Patsogolo | Makamaka kutengera kuopsa kwa CVSS (Low / Medium / High / Critical). | Kutengera zoopsa zomwe zikuchitika, kugwiritsira ntchito bwino ndalama, momwe bizinesi ikuyendera, komanso momwe imagwiritsidwira ntchito. |
| Njira Yoyezera | Kuchuluka kwa ndemanga pamanja ndi zabwino zabodza. | Kugwirizana kwa zomwe zapezeka ndi kuchepetsa phokoso. |
| Zotulukapo | Tikiti yachibadwa: "Konzani vuto ili." | Malangizo odziwa bwino nkhani kapena otsimikiziridwa pull request. |
| Liwiro Lokonzanso | Masabata kapena miyezi ya ngongole yosungidwa. | Maola kapena masiku a ziwopsezo zomwe zingakhale zoopsa komanso zogwiritsidwa ntchito. |
| Chidaliro mu Kukonza | Kusatsimikizika za kubwerera m'mbuyo, kusintha kosasinthika, kapena zotsatirapo zake. | Kusanthula zotsatira za kusintha kusanachitike komanso kutsimikizira kukonza kotetezeka. |
| Kusintha | Zochepa chifukwa cha kuyesedwa kwa anthu ndi kuthekera kowunikanso. | Imakula kudzera mu automation yanzeru komanso kuyika patsogolo zinthu mwachangu. |
Kumene Kukonzanso Koyendetsedwa ndi AI Kumapanga Phindu Lenileni
Si vuto lililonse lokonzanso lomwe limafuna AI. Komabe, pali madera enaake komwe kukonzanso koyendetsedwa ndi AI kungawongolere kwambiri zotsatira zake.
1. Kuchepetsa Phokoso Lobwezeretsa
Magulu ambiri a DevSecOps atopa ndi kuchuluka kwa zinthu. Kukonza njira za AI kungathandize kusintha momwe zinthu zomwe zapezeka zimagawidwira m'magulu, kugwirizanitsidwa, komanso kusankhidwa.
Zotsatira zake, magulu amathera nthawi yochepa posankha machenjezo koma nthawi yochulukirapo pothana ndi zoopsa zenizeni.
Chofunika kwambiri, kukonza sikulephera kokha pamene magulu alephera kuthetsa mavuto akuluakulu, koma kumalepheranso akamathera nthawi yambiri pa zinthu zolakwika.
2. Kukonza Kuika Patsogolo Zinthu Zofunika Kwambiri Poganizira Zoopsa
Njira yolimba yothetsera vuto la AI imapitirira kuganiza mozama.
M'malo mofunsa kuti, "Kodi kufooka kumeneku n'kofunika kwambiri?" funso labwino ndi lakuti:
"Kodi kufooka kumeneku n'kofunikira, n'kotheka, komanso koopsa pankhani imeneyi?"
Kukonzanso nkhani kumaganizira izi:
- Kuwonetsedwa nthawi yogwira ntchito
- Kufunika kwa ntchito
- Kudalirika komwe kungapezeke
- Zokhudza bizinesi
- Zowongolera zomwe zilipo kale
Chifukwa chake, kukonza AI kumathandiza magulu kuyang'ana kwambiri zomwe zimachepetsa chiopsezo, osati zomwe zimawoneka zovuta papepala.
3. Kuthandizira Zokonza Zotetezeka Zokha
Chimodzi mwa zinthu zazikulu zomwe zimalepheretsa kukonza zinthu ndi kudalirana.
Magulu akuzengereza kugwiritsa ntchito ma patches odziyimira pawokha chifukwa akuopa:
- Kupanga zinthu molakwika
- Tikuyambitsa kubwereranso
- Kupanga zofooka zatsopano
Kukonzanso koyendetsedwa ndi AI kumatha kusanthula momwe kusintha kumakhudzira, ubale wodalira, ndi kuthekera kwake kusintha kosweka musanapereke malangizo kapena kugwiritsa ntchito njira yothetsera vutoli.
Chifukwa chake, zochita zokha zimakhala zotetezeka komanso zodziwikiratu.
4. Kuchepetsa Ntchito Yamanja mu Kubwerezabwereza kwa Mayendedwe
Ntchito zina zokonzanso zinthu zimakhala zobwerezabwereza komanso zoopsa zochepa. Mwachitsanzo:
- Kusintha zinthu zomwe sizili zofunika kwambiri
- Zinsinsi zowululidwa zikuzungulira
- Kugwiritsa ntchito standard kukonza makonzedwe
Kukonzanso kwa AI kumatha kuzindikira machitidwe odziwikiratu awa ndikuwathandiza kukhala osavuta.
Komabe, izi sizikutanthauza kuti chilichonse chizikonzedwa zokha. M'malo mwake, zikutanthauza kuti zinthu zonse zikonzedwa zokha komanso kuti anthu aziona ngati zinthuzo zili ndi zotsatira zabwino.cisayoni.
M'malo amakono a DevSecOps, kusamveka bwino nthawi zambiri kumakhala koopsa kuposa kuchuluka kwa zinthu.
Momwe Mungagwiritsire Ntchito Kukonzanso AI Popanda Kuwonjezera Phokoso Lalikulu
Kugwiritsa ntchito njira yokonzanso AI pang'onopang'ono n'kofunika kwambiri. Kupanda kutero, magulu amangowonjezera zovuta zina.
Kukhazikitsa kothandiza nthawi zambiri kumatsatira magawo anayi:
Gawo 1: Dziwani Mfundo Zokangana
Choyamba, fufuzani komwe kukonza kukuchedwetsa masiku ano. Yang'anani zopinga zenizeni za ntchito, osati malingaliro okha a m'tsogolo.
Gawo 2: Kukonza DecisUbwino wa ayoni
Musanawonjezere mphamvu ya automation, onetsetsani kuti zinthu zofunika kwambiricisMa ioni amakula. Ngati magulu akadalibe vuto, zochita zokha zimangowonjezera kukonza kolakwika.
Gawo 3: Konzani Mayendedwe Ogwira Ntchito Omwe Ali ndi Chiwopsezo Chochepa
Yambani ndi ntchito zobwerezabwereza komanso zodziwikiratu. Yesani zotsatira. Sungani mzere wobwerezabwereza.
Gawo 4: Wonjezerani ndi Chidaliro
Pokhapokha ngati chikhulupiriro chakula, makina odzipangira okha adzakula m'malo omwe ali ndi zotsatirapo zazikulu.
Cholinga chake si kungokonza chilichonse mwadongosolo, koma ndi kukulitsa njira yokonzanso popanda kuwononga chitetezo.
Ngati mukufuna njira yothandiza yowunikira komwe gulu lanu lili, tsitsani Mndandanda Woyang'anira Kukonzanso ndi Kuyika Patsogolo kwa Chiwopsezo wa AI. Umathandiza magulu kuwunika kukhwima kwa kukonza ndikupeza mipata yayikulu yoti athetse pambuyo pake.
Kodi Kukonzanso Kwabwino kwa AI Kumawoneka Bwanji Pochita Zinthu?
Kukonza bwino AI sikumveka ngati kokongola. M'malo mwake, kumamveka ngati kothandiza.
Zimathandiza magulu:
- Yang'anani mwachangu
- Defend remediation decisayoni
- Kuchepetsa kusiyana pakati pa chitetezo ndi chitukuko
- Pewani kukonza vuto lolakwika kaye
- Linganizani liwiro ndi chitetezo
M'malo okhwima, kukonzanso kwa AI kumabweretsa:
- Kusanja pang'ono pamanja
- Kuika patsogolo zinthu bwino
- Kuchepetsa kusokoneza kwa mtengo wotsika
- Chidaliro chachikulu mu malangizo okonza
- Kugwirizana kwambiri m'magulu onse
Magwiridwe abwino kwambiri ndi omwe opanga mapulogalamu samawaona ngati "mawonekedwe a AI." Amawaona ngati njira yabwino yogwirira ntchito.
Ndicho chizindikiro chenicheni.
Zolakwa Zofala Pakukonzanso AI
Ngakhale ali ndi zolinga zabwino, magulu nthawi zambiri amagwera mumsampha wodziwikiratu.
Kuona Kukonzanso kwa AI ngati Kukonza Kokha
Kukonza zokha ndi gawo limodzi lokha. Popanda kuyika patsogolo zinthu, zokha sizingachepetse chiopsezo chofunikira.
Kuyesa Kukonza Zonse Mofulumira Kwambiri
Zokonza zina ndi zotetezeka kuzikonza zokha. Zina zimafuna kutsimikiziridwa mosamala. Chifukwa chake, kuyamba pang'onopang'ono nthawi zambiri kumakhala kothandiza kwambiri.
Kunyalanyaza Kayendedwe ka Ntchito ka Opanga Mapulogalamu
Ngati zotulutsa za AI zokonzanso zachotsedwa ku ma IDE, pull requestskapena CI/CD pipelines, kutengera mwana kudzavutika.
Kukonza Kutseka Matikiti M'malo Mochepetsa Zoopsa
Kutseka matikiti ambiri sikutanthauza kuchepetsa chiopsezo chokha.cisUbwino wa ayoni ndi wofunika kwambiri kuposa kuchuluka kwake.
Chifukwa Chake Kukonzanso AI Kuli Kofunika Tsopano
Mapulogalamu amakono ndi osiyana kwambiri ndi a zaka zingapo zapitazo. Mapulogalamu amatumizidwa mwachangu, mitengo yodalira imakhala ndi zigawo zambiri, ndipo CI/CD pipelines imayambitsa zovuta zina pa kutulutsidwa kulikonse. Nthawi yomweyo, zotsatira zachitetezo zimagawidwa m'zida zosiyanasiyana, dashboards, ndi njira zogwirira ntchito.
Zotsatira zake, kupanikizika kwa kukonza zinthu kukupitirira kukula. Magulu sangadalirenso njira zomwe vuto lililonse limafuna khama lofanana ndi la pamanja, mosasamala kanthu za kufunikira kwachangu kapena zotsatira za bizinesi. Komabe, sangathenso kulipira njira yodziyimira payokha yomwe imayambitsa kusakhazikika kapena chiopsezo chatsopano.
Izi ndi zoyambaciskumene kukonzanso kwa AI kumakhala kofunikira. Sikuti ndi kuchita zambiri ndi anthu ochepa. M'malo mwake, ndi kukonza magwiridwe antchito.ciskhalidwe la ayoni m'malo omwe phokoso limaposa kale mphamvu za anthu.
Chofunika kwambiri, zotsatira za kukonza molakwika zimatha kuyerekezeka. Malinga ndi Mtengo wa IBM wa Lipoti la Kuswa Deta 2024, mtengo wapakati padziko lonse wa kuswa deta wafika $ Miliyoni 4.88, yomwe ndi yapamwamba kwambiri kuposa ina iliyonse. Komanso, mabungwe omwe amagwiritsa ntchito kwambiri AI ndi automation adachepetsa ndalama zophwanya malamulo ndi avareji ya $ Miliyoni 2.22 poyerekeza ndi omwe sanatero.
Mwa kuyankhula kwina, kukonza mochedwa kapena molakwika sikuti kungochita bwino ntchito kokha. Kumawonjezera mwachindunji chiopsezo cha zachuma komanso chiopsezo cha bizinesi.
Chifukwa chake, kulimbikitsa kukonzansocisMa ioni si osankha. Ndi njira yeniyeni komanso yoyezeka yochepetsera zoopsa.
Unikani Kukhwima Kwanu pa Kukonzanso kwa AI
Ngati njira yanu yokonzanso ikadali yodalira kwambiri pa kusanthula kwamanja ndi kusanthula kwa kuopsa kokha, sizingakulire.
Pofuna kuthandiza magulu kuwunika momwe akugwiritsira ntchito panopa, tapanga njira yowunikira Mndandanda Wowunikira Kukonzanso ndi Kuyika Patsogolo Zoopsa Zoyendetsedwa ndi AI.
Chida ichi chimakuthandizani:
- Dziwani zovuta zochotsera mavuto
- Unikani khalidwe la kuika patsogolo zinthu zofunika kwambiri
- Pezani mwayi wodziyimira pawokha womwe uli ndi chiopsezo chochepa
- Limbitsani kulumikizana kwa DevSecOps
Tsitsani mndandanda waulere ndipo mugwiritse ntchito kuti mupeze kusintha kwakukulu pa ntchito yanu yokonzanso.
Malingaliro Omaliza pa Kukonzanso kwa AI mu DevSecOps
Kukonza AI sikuyenera kuchitidwa ngati njira yochepetsera mavuto. M'malo mwake, kuyenera kusintha momwe magulu amasankhira zomwe angakonze, nthawi yokonza, komanso momwe angakonzere bwino.
Izi zikutanthauza:
- Kuika patsogolo zinthu bwino
- Kuganizira bwino
- Kugwirizana bwino pakati pa chitetezo ndi chitukuko
- Kudzidalira kwambiri pa kukonza zinthu zokha
Ngati ikugwiritsidwa ntchito mwanzeru, kukonza kwa AI kumakhala chinthu china chotetezeka kuposa chitetezo china chilichonse.
Imakhala njira yothandiza yochepetsera kukangana, kukonzaciskhalidwe la ma ion, ndi kuchepetsa zoopsa pamlingo m'malo amakono a DevSecOps.
Za Author
Fatima Said imadziwika kwambiri ndi zinthu zoyambira mapulogalamu a AppSec, DevSecOps, ndi software supply chain securityAmasintha zizindikiro zovuta zachitetezo kukhala malangizo omveka bwino komanso othandiza omwe amathandiza magulu kuti aziika patsogolo mwachangu, kuchepetsa phokoso, komanso kutumiza ma code otetezeka.
