I-AI ayiseyona nje ithuluzi lokuthuthukisa; iyindawo yokuhlasela. Amamodeli akhiqiza ikhodi yakho, ama-ejenti commitThing pull requests, amaseva e-MCP axhumanisa abasizi be-AI ku- pipelines, kanye nabashayeli bezindiza abaphakamisa ukuthi kuncike konke kuyingxenye yomngcele wakho wokuphepha manje. Amathuluzi amaningi okuphepha awakhelwanga noma yikuphi kwalokhu. Lo mhlahlandlela uqhathanisa amathuluzi okuphepha e-AI aphezulu ka-2026, amapulatifomu nabathengisi abadlula okwendabuko SAST, SCA, kanye ne-DAST ukumboza indawo yokuhlasela ethize ye-AI: ukutholakala kwempahla ye-AI, okukhiqizwe yi-AI code security, ukuvikelwa komsebenzi we-ejenti, ukuphepha kwe-MCP, kanye nokuvikelwa kochungechunge lokuhlinzeka. Kungakhathaliseki ukuthi uhlola ipulatifomu yakho yokuqala yokuphepha ye-AI noma ucabanga kabusha nge-stack eyakhiwe ngaphambi kokuba kube khona ama-ejenti e-AI, nansi indawo okufanele uqale kuyo.
Kungani Amathuluzi Okuphepha E-AI Ebalulekile Ngo-2026
Imodeli yosongo ishintshe ngokushesha kunalokho izinhlelo eziningi zokuphepha ezikuguqulile. Ikhodi ekhiqizwe yi-AI manje ibangela isabelo esibalulekile nesikhulayo salokho okufinyelela ekukhiqizweni. Ukuhlaziywa kukaVeracode ngo-2025 kumamodeli angaphezu kwe-100 kuthole ukuthi ama-55% kuphela ekhodi ekhiqizwe yi-AI ayephephile, okusho ukuthi cishe ingxenye yakho konke okubhalwa yi-AI okuhambisana nobuthakathaka. Futhi lezo buthakathaka akuzona nje ezijwayelekile: Abasizi bokubhala amakhodi be-AI baqamba amagama amaphakheji ngendlela yokubona izinto, okuvumela ukuhlaselwa okungaqondakali lapho abahlaseli babhalisa khona ukuthembela okungabonakali kusengaphambili bese belinda unjiniyela noma i-ejenti ukuthi ayifake.
Usongo lochungechunge lokuhlinzekwa kwempahla luvele ngasikhathi sinye. NgoMashi 2026, abahlaseli bafaka i-axios engcupheni (iphakheji enokulandwa okungaphezu kwezigidi eziyi-100 masonto onke) ngokushicilela izinguqulo ezinobuthi ezilahle i-trojan yokufinyelela kude. Ngesikhathi esifanayo, i abasizi be-ollama futhi abasizi be-openai-agents Amaphakheji aqondiswe ngqo kumaqoqo asetshenziswa emisebenzini yokuthuthukiswa kwe-ejenti, azi ukuthi lapho i-ejenti ye-AI ifaka ukuxhomekeka ngokuzimela, akukho mbuyekezi womuntu phakathi kwephakheji enonya kanye nokusebenza.
Indawo yonjiniyela manje isiyindawo yokuhlasela ngokwayo. Umkhankaso we-SkillLeak ufihle i-Chrome and Edge credential decryptor ngaphakathi kwekhono le-MCP kune-install hook, engabonakali kuwo wonke ama-scanner ahlala ngemuva kokufaka. Ubuthakathaka be-MCP-remote RCE (CVE-2025-6514) yafika ezingeni le-IDE ngaphambi kokuba noma yini ifinyelele ku- pipeline.
Amathuluzi okuphepha endabuko (SAST, SCA, DAST, ngokulinganayo ASPM) zakhelwe umhlaba lapho abantu babhala khona ikhodi futhi amaphakheji avela kubabhalisi abathembekile. Lowo mhlaba awusekho. Amathuluzi okuphepha e-AI ngo-2026 adinga ukumboza izindawo ezinhlanu amathuluzi endabuko amboza noma angawatholi ngokuphelele: ikhodi ekhiqizwe yi-AI, ukuncika okunconywe yi-AI, ama-ejenti e-AI kanye nezingcingo zawo zamathuluzi, amaseva e-MCP kanye nokuhlanganiswa kwe-IDE, kanye namamodeli namasethi edatha ngokwawo. Abathengisi bezokuphepha be-AI kulolu hlu babhekana nalezo zindawo ngezindlela ezahlukene kanye nokujula okuhlukile. Nansi indlela abaqhathanisa ngayo.
Ukuqhathanisa Okusheshayo: Amathuluzi Okuphepha E-AI Ahamba Phambili ka-2026
| Ithuluzi | Ukutholakala Kwempahla Ye-AI | I-AI-Kwenziwe Code Security | I-MCP / Ukuphepha Kwama-ejensi | Ukuvikelwa Kwe-Supply Chain | ASPM ukuhlanganisa | Zamanani | Okuhle kakhulu |
|---|---|---|---|---|---|---|---|
| I-Xygeni | Amamodeli agcwele e-AI-SPM —, ama-ejenti, amaseva e-MCP, amasethi edatha, amathuluzi okubhala ikhodi ye-AI | SAST + ukutholwa kwe-malware + i-AI AutoFix kukhodi yomuntu neyenziwe yi-AI | Isitokwe seseva ye-MCP, ukuqiniswa kwe-Shield endpoint, ukutholwa kwekilasi le-SkillLeak | Ukutholwa kwe-malware ngesikhathi sangempela, ukuvimba ngaphambi kokusayina, isexwayiso sangaphambi kwesikhathi se-MEW | Umdabu — SAST, SCA, DAST, izimfihlo, CI/CD, I-AI-SPM kuplatifomu eyodwa | Kusukela ku-$33/ngenyanga ngomnikeli ngamunye; isigaba samahhala siyatholakala | Amaqembu adinga ukuphepha kwe-AI okugcwele kusukela kukhodi kuya esikhathini sokusebenza epulatifomu eyodwa |
| I-Snyk | Kunqunyelwe — akukho mpahla ye-AI ezinikele | SAST futhi SCA ngeziphakamiso zokulungisa i-AI; akukho ukutholwa kwe-malware | Akukho ukumbozwa kokuphepha kwe-MCP noma kwe-ejensi | Strong SCA kanye nokuhambisana nelayisensi; akukho ukutholwa kwe-malware ngaphambi kokusayina | I-Snyk AppRisk inikeza ASPM-lite; akuyona ipulatifomu yokuma ephelele | Ngomnikeli ngamunye; ikhula kakhulu kumaqembu amakhulu | Amaqembu aqala ngonjiniyela afuna SCA futhi SAST ngokuhlanganiswa okuqinile kwe-IDE |
| I-Aikido Security | Akukho ukutholakala kwempahla ye-AI ezinikele | SAST futhi SCA ukumboza amaphethini ekhodi ekhiqizwe yi-AI; akukho ukutholwa kwe-malware | Akukho ukumbozwa kokuphepha kwe-MCP noma kwe-ejensi | SCA ngokufinyeleleka kalula; akukho malware yokusayina kusengaphambili noma isexwayiso sangaphambi kwesikhathi | Kuhlangene dashboard yonkana SAST, SCA, izimfihlo, IaC, ifu | Okusobala; kuqala ~$300/ngenyanga kumaqembu amancane | Ama-SMB namaqembu aphakathi emakethe afuna i-AppSec ehlanganisiwe ngamanani afinyelelekayo |
| I-Cycode | ASPM-kugxilwe; ukubonakala okuthile kwamathuluzi e-AI nge pipeline ukuskena | SAST ngeziphakamiso zokulungisa ezisizwa yi-AI; akukho ukutholwa kwe-malware okuzinikele | Akukho ukumbozwa kokuphepha kwe-MCP noma kwe-ejensi | SCA futhi pipeline security; akukho isexwayiso sangaphambi kokusayina i-malware kusenesikhathi | Strong ASPM - ukuhambisana phakathi SAST, SCA, izimfihlo, IaC | Kususelwa kusilinganiso; enterprise-kuqondiswe | Enterpriseukufisa ASPMukuhlanganiswa okuholwa ngamathuluzi amaningi e-AppSec |
Okufanele Ukubheke Kupulatifomu Yokuphepha Ye-AI
Izindlela ezibalulekile zamathuluzi endabuko e-AppSec (ukunemba kokuthola, CI/CD ukuhlanganiswa, ukubika) kusasebenza. Kodwa amathuluzi okuphepha e-AI ngo-2026 adinga ukumboza isisekelo esengeziwe izinhlaka eziningi zokuhlola ezingakasifinyeleli.
- Ukutholwa kwempahla ye-AI kulo lonke i- SDLC. Awukwazi ukuvikela lokho ongakwazi ukukubona. Ipulatifomu yokuphepha ye-AI idinga ukuthola yonke imodeli, i-ejenti, iseva ye-MCP, isethi yedatha, kanye namathuluzi okubhala ikhodi ye-AI asebenza enhlanganweni yakho, kufaka phakathi lawo onjiniyela abawalungiselele endaweni ngaphandle kwemvume. Ukutholwa kwefu kuphela kuyaphuthelwa iningi lawo. Funa amapulatifomu afinyelela ezindaweni zokugcina amakhodi, yakha pipelines, kanye nama-endpoints onjiniyela.
- Ukuphepha kwekhodi ekhiqizwe yi-AI ngqo. Ikhodi ekhiqizwe yi-AI yethula amaphutha okuqinisekisa, ukuncika okungabonakali, kanye namaphethini angavikelekile ngesilinganiso nangesivinini okungekho inqubo yokubuyekezwa komuntu engahambisana nayo. SAST oqonda amaphethini akhiqizwe yi-AI, hhayi ikhodi ebhalwe ngabantu kuphela, kanye ne-AutoFix ekhiqiza ukushintshwa okuphephile kunokumane nje kubike izinkinga.
- Ukuphepha komsebenzi we-MCP kanye ne-ejenti. Amaseva e-MCP axhumanisa abasizi be-AI ngqo kumathuluzi akho, amafayela, ama-API, kanye pipelines. Ngaphandle kwempahla, ukufakwa ohlwini lwezimvume, kanye nokuqapha ukuziphatha, ziyindawo yokuhlasela engalawulwa. Funa amapulatifomu angathola amaseva e-MCP, asebenzise inqubomgomo ekugcineni, futhi athole izinsongo zezinga lamakhono ezingaphuthelwa yizikena zendabuko.
- Ukutholwa kwe-malware ngaphambi kokusayina. Traditional SCA Amathuluzi ayahambisana nama-CVE aziwayo. Amaphakheji anonya aqondiswe kumathuluzi e-AI ayashicilelwa futhi asuswe zingakapheli amahora, ngokushesha kunokubuyekezwa kwezizindalwazi zesiginesha. Bheka amapulatifomu athola ukuziphatha okunonya ngesikhathi sokushicilela, hhayi ngemva kokunikezwa i-CVE.
- Real ASPM ukuhlobana. Okutholakele kokuphepha kwe-AI kuyasebenza kakhulu uma kuhlotshaniswa nokuhlaziywa kwezinga lekhodi, ukudalulwa kwezimfihlo, CI/CD ukuphepha, kanye nomongo webhizinisi. Isikena se-AI esizimele esikhiqiza uhlu oluhlukile lwemiphumela sinezela elinye ithuluzi lokuvumelanisa. Ipulatifomu ehlanganisa ukuphepha kwe-AI ekuphathweni kokuma okuhlangene ikhiqiza umbono obalulekile nongathathwa isinyathelo.
- Ukuphathwa kanye nomphumela wokuthobela imithetho. UMthetho we-EU AI, i-NIST AI RMF, kanye ne-ISO/IEC 42001 konke kudinga ukuthi izinhlangano zibhale phansi futhi zihlukanise izinhlelo ze-AI ezisebenza kuzo. Ipulatifomu yokuphepha ye-AI ekhiqiza i-AI-BOM elungele ukuhlolwa (uhlu lwezinto ezingafundwa ngomshini lwazo zonke izimpahla ze-AI ezinamanani engozi kanye nemephu yokulawula) iguqula ukuphathwa kokuma kube ubufakazi bokuthobela imithetho.
Amapulatifomu Okuphepha E-AI Ahamba Phambili ka-2026
1. I-Xygeni: Ukuphepha kwe-AI okugcwele kusukela kukhodi kuya ku-Runtime
Uhlolojikelele: I-Xygeni iyona kuphela ipulatifomu kulolu hlu eyakhelwe ukuvikela indawo yokuhlasela ye-AI ephelele: ikhodi ekhiqizwa yi-AI, ukuncika ekuncomayo, ama-ejenti asebenza ngaphakathi pipelines, amaseva e-MCP axhumanisa abasizi be-AI namathuluzi onjiniyela, kanye namamodeli namasethi edatha asebenza kulo lonke SDLCYaqashelwa kuma-Global InfoSec Awards ka-2026 we-GenAI Application Security, kanye ASPM Isixazululo saqashelwa njengeNkampani Eshisayo emcimbini ofanayo.
Lapho abanye abathengisi bezokuphepha be-AI begxila kungqimba eyodwa (ngokuvamile SAST ngeziphakamiso zokulungisa i-AI) I-Xygeni ihlanganisa zonke izindawo ezinhlanu ngeplatifomu eyodwa: i-AI-SPM yokutholakala kwempahla ye-AI kanye nempahla, i-DevAI yokuphepha okufakwe ku-IDE kanye nokwenza izinto ngokuzenzakalela kwe-ejenti okuphephile kwe-MCP, i-CoreAI yokuhlaziya ukuma kanye nokubeka phambili umthelela webhizinisi, i-Shield yokuqinisa i-endpoint yonjiniyela, kanye ne-Malware Early Warning (MEW) yokutholakala kwangaphambi kokusayina kwamaphakheji anonya ngaphambi kokuba kube ne-CVE.
Amakhono Okuphepha kwe-AI:
- I-AI-SPM (Ukuphathwa Kwesimo Sokuphepha se-AI): Ithola njalo yonke impahla ye-AI kuyo yonke indawo SDLC (amamodeli, ama-ejenti, amaseva e-MCP, amasethi edatha, amathuluzi okubhala ikhodi ye-AI, kanye nezinhlaka ze-AI) anamaphuzu obungozi, amagrafu obudlelwano, kanye ne-AI-BOM engathunyelwa kwamanye amazwe ehambisana noMthetho we-EU AI, i-NIST AI RMF, kanye ne-ISO/IEC 42001. Ukutholwa kuhambisane ne-OWASP Top 10 yezinhlelo zokusebenza ze-LLM, i-Agency Apps Top 10, kanye ne-MCP Top 10.
- I-DevAI: I-Agent AI Security Copilot: I-ejenti yokuphepha efakwe i-IDE ehlaziya ikhodi eyenziwe ngabantu kanye neyakhiwe yi-AI ngesikhathi sangempela, iyasebenza guardrails ezimisa izinguquko ezingaphephile, futhi ziletha izilungiso ezisheshayo eziphephile ngqo ngaphakathi kwama-IDE kanye nabasizi be-AI. I-MCP Server eyakhelwe ngaphakathi ihlela ngokuphephile izenzo ezivela kubashayeli bezindiza kanye nama-ejenti ngenkathi ihlola ingozi yokulungisa, ukuze amaqembu athole umkhiqizo wokuthuthukiswa okusizwa yi-AI ngaphandle kwezindawo zokuphepha ezingabonakali.
- I-CoreAI: I-AI Copilot Yabaholi Bezokuphepha: Iguqula idatha yezokuphepha ehlukanisiwe ibe ukuqonda kwangempela kanye nesenzo. Isixhumanisi solimi lwemvelo sezexwayiso, izitayela, kanye nobuthakathaka. Imibiko elungele abaphathi kanye nokulandelela ukuphatha. Ukubekwa phambili okusekelwe engcupheni ngezincazelo zomthelela webhizinisi.
- Ukuvikela I-Malware kanye ne-MEW: Ukutholwa kanye nokuvinjelwa kwesikhathi sangempela kwamaphakheji anonya ku-npm, PyPI, nakwamanye amarejista, kufaka phakathi izinsongo zangaphambi kokusayina ezendabuko SCA amathuluzi awatholakali nhlobo. I-MEW (Malware Early Warning) ihlaziya amaphakheji asanda kushicilelwa futhi iveze izinsongo lapho kushicilelwa, hhayi ngemuva kokuthi i-CVE inikezwe. Ithimba locwaningo le-Xygeni lishicilela okutholakele masonto onke ku-Malicious Code Digest.
- isihlangu: Ukuqiniswa Kwephuzu Lokusebenza Lonjiniyela: Kuvimba amaseva e-MCP angagunyaziwe, kwenqaba ukuncika okunonya ngaphambi kokufakwa, futhi kuhlukanise amaphuzu okugcina asengozini ngaphambi kokuba isigameko sisakazeke. Ithola izinsongo zesigaba se-SkillLeak (ama-decrypter okuqinisekisa afihliwe ngaphakathi kwamakhono e-MCP kunokufaka hooks) ayibonakali kuma-scanner ahlala ngemuva kokufakwa.
- SAST nge-AI AutoFix: Ukuhlaziywa okuthuthukisiwe okungaguquki okuhlanganisa ikhodi ebhalwe ngabantu kanye neyakhiwe yi-AI, kuhlanganiswe nokutholwa kwe-malware okuhlakaniphile. I-AI AutoFix ikhiqiza izilungiso eziphephile neziqonda umongo ezilethwa ngqo ku pull requests, ngokuqwashisa ngoshintsho kanye nezincazelo zokulungisa.
Intengo: Standard uhlelo oluqala ku-€330 ngenyanga lwabanikeli abayi-10 (€33/umnikeli/ngenyanga), olukhokhiswa minyaka yonke. Isigaba samahhala siyatholakala, akukho khadi lesikweletu elidingekayo
Ukulinganiselwa:
- Njengomuntu omusha osanda kungena, i-Xygeni ayikakabi nomfanekiso wombiko womhlaziyi wabathengisi bakudala, okuwukucatshangelwa kwabathengi abakhetha kakhulu i-Gartner noma i-Forrester positioning.
- Indaba ephelele yokuphepha kwe-AI inamandla kakhulu lapho kusetshenziswa ipulatifomu ephelele; amaqembu asebenzisa amamojula ngamanye kuphela athola inzuzo encane yokuxhumana kwesignali.
Ngezansi: I-Xygeni iyisinqumo esifanele samaqembu ezokuphepha kanye ne-DevSecOps adinga ukuvikela i-AI ngokugcwele SDLC (kusukela kukhodi i-AI ibhalela amanxusa asebenza ngaphakathi pipelines) ngaphandle kokuhlanganisa amathuluzi amahlanu ahlukene noma ukukhokha enterprise-amanani kuphela ongaqala ngawo.
2. Snyk: Ukuphepha Konjiniyela Okokuqala Ngeziphakamiso Zokulungisa I-AI
Uhlolojikelele: I-Snyk ingenye yamapulatifomu okuphepha onjiniyela asetshenziswa kabanzi, anezinzuzo eziqinile SAST futhi SCA amakhono kanye nendlela yokuhlanganisa abathuthukisi kuqala. Eminyakeni yamuva nje, ingeze iziphakamiso zokulungisa ezisizwa yi-AI futhi yanwetshwa yaba ASPM-indawo elula nge-Snyk AppRisk. Isungulwe kahle emakethe futhi yaziwa kabanzi ngabahlaziyi.
Izici Key:
- SAST futhi SCA ngokumbozwa kolimi olubanzi kanye nokuhlanganiswa okuqinile kwe-IDE
- Iziphakamiso zokulungisa i-AI zilethwe kuhlelo lokusebenza lonjiniyela
- I-Snyk AppRisk yokuqoqwa kwempahla kanye nokubekwa phambili kwengozi kumathuluzi kaSnyk uqobo
- Ukuthobela ilayisensi kanye nokuphathwa komthombo ovulekile
- Strong CI/CD ukuhlanganiswa kuyo yonke i-GitHub, i-GitLab, i-Jenkins, kanye ne-Azure DevOps
bawo:
- Akukho ukutholakala kwempahla ye-AI ezinikele, amamodeli, ama-ejenti, kanye namaseva e-MCP angafakwa ohlwini
- Akukho ukumbozwa kokuphepha kwe-MCP noma kwe-ejensi
- Akukho ukutholwa kwe-malware ngaphambi kokusayina, kuncike kudathabheyisi ye-CVE kunokuhlaziywa kokuziphatha
- I-Snyk AppRisk iyi- ASPM-isendlalelo esilula, hhayi ipulatifomu yokuma ephelele
- Amanani akhuphuka kakhulu kumaqembu amakhulu kanye nokufinyelela okugcwele kwepulatifomu
- Akukho ukutholwa kwe-malware kwezinsongo zochungechunge lokuhlinzeka eziqondiswe ngqo kumathuluzi e-AI
Intengo: Ngomnikeli ngamunye onentengo esuselwe kumojuli. Ukufinyelela okugcwele kwepulatifomu kudinga ukubhaliswa kwemikhiqizo eminingi. Akukho ntengo yomphakathi ephelele.
Ngezansi: I-Snyk iyisinqumo esihle kakhulu samaqembu angonjiniyela abadinga SCA futhi SAST ngokuhlanganiswa okuhle kwe-IDE kanye neziphakamiso zokulungisa ezisizwa yi-AI. Amaqembu adinga ukuvikela ungqimba lwe-AI lwawo SDLC (ama-ejenti, amaseva e-MCP, isitokwe sempahla ye-AI) kuzodingeka sikwengeze kakhulu.
3. Ukuphepha kwe-Aikido: I-AppSec Ehlanganisiwe Yamaqembu Aphakathi Nemakethe
Uhlolojikelele: I-Aikido Security iyipulatifomu ye-AppSec etholakala efwini eyakhelwe amaqembu aphakathi nendawo afuna ukumbozwa kokuphepha okuhlanganisiwe (SAST, SCA, ukutholwa kwezimfihlo, IaC, i-DAST, kanye nokuskena kwesitsha) kupulatifomu eyodwa, efinyelelekayo. Incintisana ngobulula, amanani asobala, kanye nobubanzi bokumbozwa kunokuba ijule kunoma yiliphi ikhono elilodwa.
Izici Key:
- Kuhlangene dashboard yonkana SAST, SCA, izimfihlo, IaC, i-DAST, kanye nokuskena kwesitsha
- Kususelwa ekufinyelelekeni SCA ukubeka phambili ukunciphisa umsindo
- Iziphakamiso zokulungisa ezisizwa yi-AI kuzo zonke izinhlobo zokuthola
- Amanani asobala anezinga lamahhala lamaqembu amancane
- Ukuhlanganiswa okuqinile ne-GitHub, i-GitLab, i-Bitbucket, ne-Jira
bawo:
- Akukho ukutholakala kwempahla ye-AI ezinikele, akukho uhlu lwamamodeli, ama-ejenti, amaseva e-MCP, noma amasethi edatha
- Akukho ukumbozwa kokuphepha kwe-MCP noma kwe-ejensi
- Akukho ukutholwa kwe-malware ngaphambi kokusayina noma isexwayiso kusenesikhathi ngezinsongo zochungechunge lokuhlinzeka eziqondiswe kumathuluzi e-AI
- ASPM amakhono alinganiselwe kakhulu kunalawo asekelwe ezinkundleni zokuphatha ukuma okuqondile
- Akufanelekile kangako enterpriseukuthunyelwa kwesilinganiso esilinganiselwe ngezidingo eziyinkimbinkimbi zokuthobela imithetho
Intengo: Amanani acacile aqala cishe ku-$300 ngenyanga kumaqembu amancane. Izinga lamahhala liyatholakala.
Ngezansi: I-Aikido Security ilungele kakhulu ama-SMB namaqembu aphakathi emakethe afuna ukumbozwa okubanzi kwe-AppSec ngamanani afinyelelekayo ngaphandle kobunzima bokuthi enterprise amapulatifomu. Kumaqembu adinga ukuvikela ama-ejenti e-AI, amaseva e-MCP, noma ikhodi ekhiqizwe yi-AI ngokujulile, ukumbozwa kwayo akukafiki kulezo zindawo.
4. Ikhodi ye-Cycode: ASPM-Ukuhlanganiswa kwe-Led kwe Enterprise I-AppSec
Uhlolojikelele: I-Cycode iyi- application security posture management ipulatifomu eyakhelwe enterprise amaqembu adinga ukuhlanganisa okutholakele okuvela kumathuluzi amaningi e-AppSec abe umbono ohlangene wengozi. Amandla ayo ukuhlobana, ukungenisa okutholakele okuvela SAST, SCA, izimfihlo, IaC, Futhi pipeline security amathuluzi nokukhiqiza umbono obalulekile, ongakopishwanga kulo lonke uhlelo. Yathengwa yiCyberArk ngo-2024.
Izici Key:
- Strong ASPM: ukuhambisana phakathi SAST, SCA, izimfihlo, IaC, Futhi CI/CD okutholwe
- Iziphakamiso zokulungisa ezisizwa yi-AI ngaphakathi kwepulatifomu
- Pipeline security ukuskena kwe- CI/CD ukulungiselelwa okungalungile
- Ukuhlela uhlaka lokuthobela imithetho kanye nokubika kokuphatha
- Ukuhlanganiswa okubanzi namathuluzi e-AppSec enkampani yangaphandle
bawo:
- Akukho ukutholakala kwempahla ye-AI ezinikele, amamodeli, ama-ejenti, kanye namaseva e-MCP angewona ingxenye yempahla
- Akukho ukumbozwa kokuphepha kwe-MCP noma kwe-ejensi
- Akukho ukutholwa kwe-malware ngaphambi kokusayina kwezinsongo zochungechunge lokuhlinzeka eziqondiswe kumathuluzi e-AI
- EnterpriseAmanani agxile komphakathi angenazo izigaba zokuzisiza umphakathi
- Ukuhlanganiswa ngemva kokuthengwa ne-CyberArk kungathinta imephu yendlela kanye nesiqondiso somkhiqizo
Intengo: Kususelwa kusilinganiso, enterprise-kugxile. Akukho ntengo yomphakathi noma isivivinyo sokuzisiza.
Ngezansi: I-Cycode iyisinqumo esinamandla kakhulu enterpriselabo abafuna ASPM-kuholwa ukuhlanganiswa kulo lonke uhlelo lwe-AppSec olunamathuluzi amaningi. Amaqembu adinga ukwelula ukuphepha kuzendlalelo ze-AI (ukutholwa kwempahla ye-AI, ukuphepha kwe-MCP, ukuvikelwa komsebenzi we-ejenti) azothola izikhala ezidinga amathuluzi engeziwe.
Kungani i-Xygeni Ivelele Phakathi Kwabathengisi Bezokuphepha be-AI ngo-2026
Wonke amathuluzi kulolu hlu ahlanganisa ingxenye ethile yenkinga yokuphepha kwe-AI. I-Snyk ne-Aikido ziletha amandla SAST futhi SCA izisekelo ezine Ukulungiswa okusizwa yi-AI. I-Cycode iletha enterprise ASPM kanye nokuhlanganiswa. Kodwa akukho neyodwa kuzo emboza indawo yokuhlasela kwe-AI echaza indawo yosongo ngo-2026: izimpahla ze-AI ngokwazo.
Izinhlangano eziningi ezisebenzisa abasizi bokubhala amakhodi e-AI, amaseva e-MCP, kanye nama-ejenti azimele azinandlela ehlelekile yokuthola ukuthi i-AI isebenza kanjani endaweni yazo, ukuhlola ubungozi bayo, ukuphoqelela inqubomgomo ekugcineni, noma ukuthola ukuhlaselwa kweketanga lokuhlinzeka okwenzelwe ngqo ukuqondisa amathuluzi e-AI. Leso yisikhala i-Xygeni eyakhelwe ukuvala.
Inhlanganisela ye-AI-SPM yokutholakala kwempahla ye-AI okuqhubekayo, i-DevAI yokuphepha okufakwe ku-IDE kanye nokwenza okuzenzakalelayo kwe-ejenti okuphephile kwe-MCP, i-MEW yokutholwa kwe-malware yangaphambi kokusayina, kanye ne-Shield yokuqinisekisa ukwenziwa kwe-endpoint yonjiniyela kunikeza amaqembu okuphepha ukubonakala nokulawula kuzo zonke ezinhlanu. Izindawo zokuhlasela ze-AI, ngaphandle kokubadinga ukuthi bahlanganise amathuluzi ahlukene ethuluzi ngalinye.
Futhi ngamanani akhelwe amaqembu aphakathi emakethe kunokuba enterprise-isabelomali kuphela kanye nesigaba samahhala esingadingi ikhadi lesikweletu, I-Xygeni yiyona kuphela ipulatifomu kulolu hlu lapho noma yiliphi iqembu lingaqala khona ukuvikela indawo yalo yokuhlasela ye-AI namuhla.
imibuzo ejwayelekile ukubuzwa
Uyini umehluko phakathi kwamathuluzi okuphepha e-AI namathuluzi endabuko e-AppSec?
Amathuluzi endabuko e-AppSec (SAST, SCA, DAST) zakhiwe ukuze kuvikelwe ikhodi ebhalwe ngabantu kanye nobuthakathaka bokuthembela obaziwayo. Amathuluzi okuphepha e-AI andisa leso sikhala ukuze amboze indawo yokuhlasela ethize ye-AI: amamodeli namasethi edatha, ama-ejenti e-AI asebenza ngaphakathi pipelines, amaseva e-MCP axhumanisa abasizi be-AI namathuluzi onjiniyela, amaphethini ekhodi akhiqizwe yi-AI, kanye nokuhlaselwa kweketanga lokuhlinzeka okwenzelwe ngqo ukukhomba ukuhamba komsebenzi kwe-AI. Amathuluzi amaningi endabuko awakhelwanga ukuqonda ukuthi imodeli iyini, ukuthi i-ejenti ingenzani, noma ukuthi iseva ye-MCP ingafinyelela ini.
Yibaphi abathengisi bezokuphepha be-AI abamboza ukuphepha kwe-MCP?
Phakathi kwamapulatifomu akulolu hlu, i-Xygeni iyona kuphela umthengisi onesembozo sokuphepha se-MCP esizinikele, okuhlanganisa isitokwe seseva ye-MCP nge-AI-SPM, ukuqiniswa kwenqubomgomo endaweni yokugcina yonjiniyela nge-Shield, kanye nokutholakala kwezinsongo zezinga lamakhono njenge-SkillLeak ezifihla ukuziphatha okubi ngaphakathi kwamakhono e-MCP kunokufaka. hooks.
Ingabe amathuluzi okuphepha e-AI ayashintshwa? SAST futhi SCA?
Cha, amathuluzi okuphepha e-AI ayanwebeka SAST futhi SCA kunokuba zithathelwe indawo. Amapulatifomu amahle kakhulu ahlanganisa amakhono okuphepha e-AI kanye ne-architectural SAST, SCA, ukutholwa kwezimfihlo, IaC, kanye ne-DAST, okuhlanganisa okutholakele okuvela kuyo yonke imithombo ngokubuka okuhlanganisiwe kokuma. Amaqembu asebenzisa ukuphepha kwe-AI ngokwawo, ngaphandle kokukuxhumanisa nohlelo lwawo lwe-AppSec olukhona, alahlekelwa ukuhambisana kwesignali ewelanayo okwenza ukubekwa phambili kube yiqiniso.
Yini okufanele ngiyibheke lapho ngihlola abathengisi bezokuphepha be-AI?
Amakhono ayisithupha abaluleke kakhulu okufanele uwahlole yilawa: Ukutholwa kwempahla ye-AI efinyelela ku- SDLC kunokuthembela kuphela kuma-consoles amafu; ukuphepha kwekhodi ekhiqizwe yi-AI ikakhulukazi, hhayi nje amaphethini abhalwe ngabantu; ukumbozwa komsebenzi we-MCP kanye ne-ejenti; ukutholwa kwe-malware ngaphambi kokusayina kwezinsongo zochungechunge lokuhlinzekwa okuqondiswe kumathuluzi e-AI; kwangempela ASPM ubudlelwano obuxhumanisa okutholakele kokuphepha kwe-AI nezinga lekhodi kanye pipeline ingozi; kanye nomphumela wokubusa, i-AI-BOM ethunyelwa kwamanye amazwe yabahloli kanye enterprise abathengi.
